This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.
Issue Howard Bayes
Time series 1999 - present 1977 - present
Bias in SWHS Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests. Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data. Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas. Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with. By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.
**Figure 1.**- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.


**Figure 2.**- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).


Results

**Figure X.**- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

**Figure 3.**- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 3.**- Total rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.


Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

**Figure 4.**- Black rockfish harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.


And black rockfish releases…

**Figure 5.**- Black rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.





**Figure 6.**- Yellow rockfish harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 7.**- Yellow rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.





**Figure 8.**- DSR rockfish (excluding yelloweye) harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 9.**- DSR rockfish releases (including yelloweye) 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 11.**- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 12.**- Slope rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

**Figure 13.**- *Other* rockfish (non-pelagic and non-yelloweye) harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 13.- Other rockfish (non-pelagic and non-yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 14.**- *Other* rockfish (non-pelagic and non-yelloweye) releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 14.- Other rockfish (non-pelagic and non-yelloweye) releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



Total Biomass Removal Estimates

**Figure 15.**- Black rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 15.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.



**Figure 16.**- Yellow rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

**Figure 17.**- Pelagic rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


**Figure 18.**- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 18.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


**Figure 19.**- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 19.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


Model fit

Logbook residuals

**Figure 20.**- Residuals from logbook harvests.

Figure 20.- Residuals from logbook harvests.


SWHS residuals

**Figure 21.**- Residuals from SWHS harvests.

Figure 21.- Residuals from SWHS harvests.



**Figure 22.**- Residual of SWHS releases.

Figure 22.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

**Figure 23.**- Mean percent of harvest by charter anglers.

Figure 23.- Mean percent of harvest by charter anglers.


When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

**Figure 24.**- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

Figure 24.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.


**Figure 25.**- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 25.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.


**Figure 26.**- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 26.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.


**Figure 27.**- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 27.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.


**Figure 28.**- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 28.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.


**Figure 29.**- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 29.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

**Figure 30.**- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS *underestimates* the true value and bias > 1 indicates the survey *overestimates* the true value.

Figure 30.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.


Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

**Figure 31.**- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS *underestimates* the true value and bias > 1 indicates the survey *overestimates* the true value.

Figure 31.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

**Figure 32.**- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

Figure 32.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

**Figure 33.**- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

Figure 33.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

**Figure 34.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

**Figure 35.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

Figure 35.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

**Figure 36.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

Figure 36.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.



P(slope|non-pelagic & non-yellowye) For release estimates

## NULL



Weight Fits

**Figure 37.**- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 37.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 38.**- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 39.**- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 40.**- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 40.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 41.**- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 41.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.2584906

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.1 while 0.9 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable

area_n

year

user

mean

median

lower

upper

Rhat

sd

skew

area

p_pelagic

11

1

1

0.437

0.437

0.163

0.708

1.203

0.141

0.000

CSEO

p_pelagic

11

1

2

0.370

0.368

0.122

0.640

1.222

0.135

0.015

CSEO

p_yellow

11

1

1

0.576

0.582

0.261

0.859

1.020

0.158

-0.038

CSEO

p_yellow

11

1

2

0.483

0.475

0.192

0.811

1.030

0.163

0.049

CSEO

p_pelagic

11

10

1

0.440

0.442

0.174

0.696

1.203

0.140

-0.014

CSEO

p_pelagic

11

10

2

0.368

0.362

0.124

0.649

1.146

0.134

0.045

CSEO

p_yellow

11

10

1

0.580

0.586

0.263

0.861

1.016

0.154

-0.039

CSEO

p_yellow

11

10

2

0.483

0.479

0.194

0.803

1.023

0.161

0.025

CSEO

p_pelagic

11

11

1

0.434

0.439

0.168

0.705

1.195

0.141

-0.036

CSEO

p_pelagic

11

11

2

0.376

0.369

0.137

0.645

1.158

0.132

0.053

CSEO

p_yellow

11

11

1

0.578

0.583

0.273

0.860

1.019

0.157

-0.032

CSEO

p_yellow

11

11

2

0.488

0.483

0.189

0.809

1.032

0.164

0.030

CSEO

p_pelagic

11

12

1

0.438

0.439

0.164

0.708

1.179

0.141

-0.007

CSEO

p_pelagic

11

12

2

0.374

0.370

0.131

0.643

1.166

0.134

0.030

CSEO

p_yellow

11

12

1

0.576

0.580

0.267

0.863

1.017

0.157

-0.025

CSEO

p_yellow

11

12

2

0.480

0.473

0.194

0.805

1.020

0.164

0.043

CSEO

p_pelagic

11

13

1

0.436

0.435

0.173

0.706

1.159

0.138

0.007

CSEO

p_pelagic

11

13

2

0.374

0.370

0.138

0.642

1.129

0.131

0.031

CSEO

p_yellow

11

13

1

0.578

0.578

0.271

0.870

1.025

0.159

0.000

CSEO

p_yellow

11

13

2

0.485

0.478

0.191

0.803

1.019

0.164

0.043

CSEO

p_pelagic

11

14

1

0.439

0.439

0.174

0.696

1.176

0.138

0.000

CSEO

p_pelagic

11

14

2

0.379

0.379

0.133

0.647

1.150

0.133

0.000

CSEO

p_yellow

11

14

1

0.573

0.577

0.262

0.861

1.018

0.160

-0.025

CSEO

p_yellow

11

14

2

0.488

0.479

0.198

0.818

1.021

0.165

0.055

CSEO

p_pelagic

11

15

1

0.436

0.438

0.176

0.695

1.147

0.136

-0.015

CSEO

p_pelagic

11

15

2

0.375

0.372

0.132

0.653

1.135

0.134

0.022

CSEO

p_yellow

11

15

1

0.577

0.585

0.267

0.865

1.013

0.158

-0.051

CSEO

p_yellow

11

15

2

0.485

0.477

0.191

0.807

1.026

0.162

0.049

CSEO

p_pelagic

11

16

1

0.441

0.440

0.188

0.709

1.144

0.134

0.007

CSEO

p_pelagic

11

16

2

0.375

0.368

0.137

0.636

1.130

0.131

0.053

CSEO

p_yellow

11

16

1

0.581

0.588

0.272

0.867

1.014

0.157

-0.045

CSEO

p_yellow

11

16

2

0.484

0.476

0.199

0.817

1.023

0.166

0.048

CSEO

p_pelagic

11

17

1

0.449

0.450

0.185

0.715

1.138

0.137

-0.007

CSEO

p_pelagic

11

17

2

0.376

0.372

0.146

0.638

1.130

0.128

0.031

CSEO

p_yellow

11

17

1

0.580

0.582

0.267

0.864

1.015

0.161

-0.012

CSEO

p_yellow

11

17

2

0.484

0.476

0.194

0.808

1.026

0.166

0.048

CSEO

p_pelagic

11

18

1

0.447

0.448

0.191

0.707

1.121

0.134

-0.007

CSEO

p_pelagic

11

18

2

0.379

0.372

0.147

0.636

1.101

0.129

0.054

CSEO

p_yellow

11

18

1

0.575

0.583

0.257

0.856

1.016

0.159

-0.050

CSEO

p_yellow

11

18

2

0.481

0.471

0.188

0.805

1.025

0.165

0.061

CSEO

p_pelagic

11

19

1

0.450

0.452

0.197

0.706

1.089

0.133

-0.015

CSEO

p_pelagic

11

19

2

0.381

0.378

0.152

0.649

1.100

0.128

0.023

CSEO

p_yellow

11

19

1

0.575

0.577

0.263

0.868

1.020

0.159

-0.013

CSEO

p_yellow

11

19

2

0.486

0.483

0.192

0.810

1.025

0.164

0.018

CSEO

p_pelagic

11

2

1

0.434

0.437

0.153

0.703

1.202

0.142

-0.021

CSEO

p_pelagic

11

2

2

0.368

0.366

0.122

0.632

1.183

0.133

0.015

CSEO

p_yellow

11

2

1

0.577

0.581

0.268

0.869

1.021

0.158

-0.025

CSEO

p_yellow

11

2

2

0.482

0.473

0.194

0.798

1.028

0.161

0.056

CSEO

p_pelagic

11

20

1

0.452

0.453

0.213

0.698

1.072

0.128

-0.008

CSEO

p_pelagic

11

20

2

0.384

0.376

0.159

0.644

1.085

0.127

0.063

CSEO

p_yellow

11

20

1

0.577

0.579

0.270

0.863

1.019

0.157

-0.013

CSEO

p_yellow

11

20

2

0.483

0.482

0.186

0.805

1.025

0.166

0.006

CSEO

p_pelagic

11

21

1

0.453

0.451

0.212

0.712

1.053

0.130

0.015

CSEO

p_pelagic

11

21

2

0.387

0.381

0.164

0.647

1.070

0.126

0.048

CSEO

p_yellow

11

21

1

0.582

0.590

0.268

0.873

1.024

0.159

-0.050

CSEO

p_yellow

11

21

2

0.486

0.477

0.196

0.809

1.020

0.165

0.054

CSEO

p_pelagic

11

22

2

0.385

0.379

0.164

0.630

1.046

0.120

0.050

CSEO

p_yellow

11

22

1

0.574

0.579

0.262

0.856

1.019

0.159

-0.031

CSEO

p_yellow

11

22

2

0.486

0.482

0.194

0.801

1.015

0.163

0.025

CSEO

p_pelagic

11

23

2

0.429

0.424

0.207

0.675

1.024

0.122

0.041

CSEO

p_yellow

11

23

1

0.578

0.582

0.272

0.865

1.020

0.155

-0.026

CSEO

p_yellow

11

23

2

0.508

0.509

0.188

0.832

1.027

0.169

-0.006

CSEO

p_yellow

11

24

1

0.575

0.575

0.282

0.862

1.018

0.153

0.000

CSEO

p_yellow

11

24

2

0.504

0.503

0.197

0.821

1.024

0.167

0.006

CSEO

p_yellow

11

25

1

0.572

0.574

0.276

0.860

1.023

0.155

-0.013

CSEO

p_yellow

11

25

2

0.499

0.499

0.191

0.819

1.020

0.167

0.000

CSEO

p_yellow

11

26

1

0.587

0.586

0.290

0.865

1.016

0.148

0.007

CSEO

p_yellow

11

26

2

0.503

0.500

0.198

0.822

1.028

0.166

0.018

CSEO

p_yellow

11

27

1

0.593

0.597

0.302

0.859

1.017

0.148

-0.027

CSEO

p_yellow

11

27

2

0.506

0.504

0.201

0.824

1.025

0.164

0.012

CSEO

p_yellow

11

28

1

0.569

0.566

0.273

0.855

1.015

0.155

0.019

CSEO

p_yellow

11

28

2

0.503

0.505

0.192

0.811

1.028

0.164

-0.012

CSEO

p_yellow

11

29

1

0.571

0.571

0.291

0.849

1.016

0.149

0.000

CSEO

p_yellow

11

29

2

0.499

0.496

0.193

0.816

1.018

0.166

0.018

CSEO

p_pelagic

11

3

1

0.434

0.434

0.163

0.698

1.188

0.140

0.000

CSEO

p_pelagic

11

3

2

0.370

0.366

0.127

0.638

1.202

0.134

0.030

CSEO

p_yellow

11

3

1

0.578

0.585

0.269

0.864

1.015

0.159

-0.044

CSEO

p_yellow

11

3

2

0.482

0.477

0.180

0.808

1.023

0.168

0.030

CSEO

p_pelagic

11

4

1

0.434

0.435

0.163

0.703

1.207

0.141

-0.007

CSEO

p_pelagic

11

4

2

0.368

0.366

0.122

0.638

1.191

0.136

0.015

CSEO

p_yellow

11

4

1

0.576

0.581

0.271

0.863

1.022

0.161

-0.031

CSEO

p_yellow

11

4

2

0.483

0.471

0.194

0.809

1.026

0.165

0.073

CSEO

p_pelagic

11

5

1

0.435

0.436

0.157

0.707

1.213

0.141

-0.007

CSEO

p_pelagic

11

5

2

0.368

0.361

0.128

0.653

1.161

0.135

0.052

CSEO

p_yellow

11

5

1

0.579

0.587

0.260

0.863

1.017

0.161

-0.050

CSEO

p_yellow

11

5

2

0.485

0.474

0.193

0.808

1.024

0.163

0.068

CSEO

p_pelagic

11

6

1

0.434

0.435

0.166

0.691

1.183

0.139

-0.007

CSEO

p_pelagic

11

6

2

0.372

0.367

0.126

0.644

1.185

0.136

0.037

CSEO

p_yellow

11

6

1

0.577

0.585

0.270

0.857

1.020

0.160

-0.050

CSEO

p_yellow

11

6

2

0.484

0.479

0.190

0.810

1.023

0.164

0.030

CSEO

p_pelagic

11

7

1

0.438

0.439

0.161

0.710

1.177

0.142

-0.007

CSEO

p_pelagic

11

7

2

0.368

0.361

0.124

0.645

1.175

0.132

0.053

CSEO

p_yellow

11

7

1

0.576

0.577

0.261

0.861

1.024

0.158

-0.006

CSEO

p_yellow

11

7

2

0.487

0.478

0.199

0.814

1.023

0.164

0.055

CSEO

p_pelagic

11

8

1

0.434

0.437

0.155

0.706

1.139

0.141

-0.021

CSEO

p_pelagic

11

8

2

0.372

0.371

0.120

0.632

1.143

0.134

0.007

CSEO

p_yellow

11

8

1

0.578

0.584

0.265

0.863

1.027

0.159

-0.038

CSEO

p_yellow

11

8

2

0.486

0.483

0.184

0.813

1.030

0.165

0.018

CSEO

p_pelagic

11

9

1

0.437

0.438

0.166

0.712

1.178

0.142

-0.007

CSEO

p_pelagic

11

9

2

0.373

0.370

0.123

0.646

1.169

0.136

0.022

CSEO

p_yellow

11

9

1

0.577

0.578

0.265

0.864

1.023

0.157

-0.006

CSEO

p_yellow

11

9

2

0.489

0.484

0.192

0.827

1.025

0.168

0.030

CSEO

p_dsr

12

44

1

0.507

0.394

0.019

1.000

1.029

0.403

0.281

EWYKT

p_pelagic

13

1

1

0.444

0.442

0.210

0.695

1.032

0.128

0.016

NSEI

p_pelagic

13

1

2

0.210

0.195

0.075

0.410

1.028

0.088

0.170

NSEI

p_yellow

13

1

1

0.725

0.771

0.283

0.958

1.019

0.185

-0.248

NSEI

p_yellow

13

1

2

0.719

0.767

0.267

0.959

1.023

0.188

-0.255

NSEI

p_pelagic

13

10

1

0.449

0.446

0.214

0.706

1.040

0.129

0.023

NSEI

p_pelagic

13

10

2

0.217

0.204

0.081

0.437

1.037

0.093

0.140

NSEI

p_yellow

13

10

1

0.723

0.767

0.268

0.958

1.020

0.183

-0.240

NSEI

p_yellow

13

10

2

0.720

0.769

0.262

0.960

1.020

0.190

-0.258

NSEI

p_pelagic

13

11

1

0.450

0.442

0.217

0.712

1.040

0.131

0.061

NSEI

p_pelagic

13

11

2

0.215

0.200

0.076

0.439

1.038

0.092

0.163

NSEI

p_yellow

13

11

1

0.725

0.769

0.276

0.959

1.016

0.185

-0.237

NSEI

p_yellow

13

11

2

0.719

0.767

0.270

0.958

1.018

0.188

-0.255

NSEI

p_pelagic

13

12

1

0.453

0.450

0.216

0.699

1.041

0.128

0.023

NSEI

p_pelagic

13

12

2

0.215

0.200

0.075

0.429

1.035

0.093

0.162

NSEI

p_yellow

13

12

1

0.725

0.774

0.283

0.960

1.017

0.184

-0.267

NSEI

p_yellow

13

12

2

0.717

0.759

0.271

0.961

1.019

0.189

-0.222

NSEI

p_pelagic

13

13

1

0.449

0.443

0.220

0.714

1.026

0.129

0.047

NSEI

p_pelagic

13

13

2

0.218

0.203

0.079

0.435

1.047

0.092

0.162

NSEI

p_yellow

13

13

1

0.726

0.773

0.301

0.958

1.015

0.180

-0.261

NSEI

p_yellow

13

13

2

0.720

0.765

0.270

0.960

1.017

0.188

-0.240

NSEI

p_pelagic

13

14

1

0.449

0.445

0.213

0.713

1.024

0.130

0.031

NSEI

p_pelagic

13

14

2

0.216

0.204

0.079

0.412

1.024

0.088

0.136

NSEI

p_yellow

13

14

1

0.726

0.771

0.280

0.959

1.014

0.182

-0.247

NSEI

p_yellow

13

14

2

0.720

0.762

0.277

0.961

1.017

0.188

-0.224

NSEI

p_pelagic

13

15

1

0.452

0.448

0.216

0.713

1.029

0.130

0.031

NSEI

p_pelagic

13

15

2

0.218

0.204

0.082

0.422

1.031

0.090

0.155

NSEI

p_yellow

13

15

1

0.724

0.768

0.281

0.958

1.017

0.184

-0.239

NSEI

p_yellow

13

15

2

0.722

0.770

0.272

0.964

1.018

0.189

-0.254

NSEI

p_pelagic

13

16

1

0.455

0.453

0.217

0.706

1.031

0.127

0.016

NSEI

p_pelagic

13

16

2

0.219

0.206

0.082

0.437

1.038

0.091

0.143

NSEI

p_yellow

13

16

1

0.723

0.769

0.283

0.959

1.018

0.184

-0.250

NSEI

p_yellow

13

16

2

0.719

0.770

0.265

0.958

1.015

0.189

-0.270

NSEI

p_pelagic

13

17

1

0.458

0.454

0.217

0.715

1.019

0.128

0.031

NSEI

p_pelagic

13

17

2

0.218

0.205

0.083

0.434

1.032

0.091

0.143

NSEI

p_yellow

13

17

1

0.720

0.766

0.261

0.956

1.022

0.186

-0.248

NSEI

p_yellow

13

17

2

0.722

0.766

0.265

0.961

1.023

0.187

-0.236

NSEI

p_pelagic

13

18

1

0.461

0.460

0.228

0.715

1.030

0.126

0.008

NSEI

p_pelagic

13

18

2

0.223

0.208

0.083

0.448

1.014

0.095

0.158

NSEI

p_yellow

13

18

1

0.725

0.769

0.281

0.959

1.017

0.183

-0.240

NSEI

p_yellow

13

18

2

0.718

0.766

0.265

0.959

1.016

0.190

-0.253

NSEI

p_pelagic

13

19

1

0.458

0.454

0.227

0.706

1.017

0.126

0.032

NSEI

p_pelagic

13

19

2

0.222

0.210

0.083

0.433

1.019

0.091

0.132

NSEI

p_yellow

13

19

1

0.725

0.772

0.266

0.960

1.019

0.186

-0.253

NSEI

p_yellow

13

19

2

0.718

0.764

0.275

0.959

1.017

0.187

-0.246

NSEI

p_pelagic

13

2

1

0.447

0.442

0.211

0.697

1.046

0.130

0.039

NSEI

p_pelagic

13

2

2

0.213

0.198

0.072

0.429

1.048

0.094

0.160

NSEI

p_yellow

13

2

1

0.725

0.772

0.306

0.959

1.018

0.184

-0.255

NSEI

p_yellow

13

2

2

0.721

0.767

0.272

0.958

1.020

0.188

-0.245

NSEI

p_pelagic

13

20

1

0.464

0.461

0.230

0.711

1.012

0.127

0.024

NSEI

p_pelagic

13

20

2

0.229

0.214

0.085

0.444

1.029

0.095

0.158

NSEI

p_yellow

13

20

1

0.722

0.762

0.281

0.961

1.021

0.183

-0.218

NSEI

p_yellow

13

20

2

0.719

0.768

0.277

0.962

1.017

0.189

-0.259

NSEI

p_pelagic

13

21

1

0.471

0.471

0.232

0.718

1.017

0.127

0.000

NSEI

p_pelagic

13

21

2

0.225

0.214

0.084

0.434

1.026

0.089

0.123

NSEI

p_yellow

13

21

1

0.724

0.771

0.281

0.958

1.018

0.186

-0.252

NSEI

p_yellow

13

21

2

0.719

0.765

0.264

0.958

1.014

0.188

-0.245

NSEI

p_pelagic

13

22

2

0.232

0.220

0.086

0.445

1.016

0.094

0.128

NSEI

p_yellow

13

22

1

0.717

0.763

0.276

0.957

1.013

0.186

-0.248

NSEI

p_yellow

13

22

2

0.721

0.771

0.270

0.960

1.022

0.189

-0.265

NSEI

p_pelagic

13

23

2

0.130

0.121

0.047

0.263

1.015

0.057

0.159

NSEI

p_yellow

13

23

1

0.684

0.725

0.248

0.950

1.018

0.194

-0.212

NSEI

p_yellow

13

23

2

0.758

0.808

0.307

0.970

1.015

0.178

-0.280

NSEI

p_yellow

13

24

1

0.725

0.757

0.349

0.951

1.017

0.162

-0.198

NSEI

p_yellow

13

24

2

0.760

0.805

0.320

0.970

1.014

0.173

-0.260

NSEI

p_yellow

13

25

2

0.752

0.797

0.315

0.969

1.015

0.177

-0.254

NSEI

p_yellow

13

26

1

0.710

0.763

0.247

0.948

1.015

0.192

-0.277

NSEI

p_yellow

13

26

2

0.745

0.789

0.318

0.966

1.012

0.177

-0.248

NSEI

p_yellow

13

27

2

0.736

0.778

0.314

0.965

1.012

0.178

-0.236

NSEI

p_yellow

13

28

2

0.721

0.757

0.310

0.962

1.012

0.179

-0.202

NSEI

p_pelagic

13

3

1

0.447

0.448

0.209

0.700

1.041

0.129

-0.008

NSEI

p_pelagic

13

3

2

0.216

0.202

0.074

0.440

1.059

0.094

0.149

NSEI

p_yellow

13

3

1

0.725

0.772

0.262

0.958

1.027

0.187

-0.252

NSEI

p_yellow

13

3

2

0.721

0.770

0.269

0.958

1.020

0.187

-0.262

NSEI

p_pelagic

13

4

1

0.444

0.438

0.207

0.704

1.035

0.130

0.046

NSEI

p_pelagic

13

4

2

0.213

0.199

0.075

0.421

1.066

0.091

0.155

NSEI

p_yellow

13

4

1

0.725

0.769

0.289

0.961

1.018

0.182

-0.242

NSEI

p_yellow

13

4

2

0.723

0.769

0.275

0.960

1.017

0.187

-0.246

NSEI

p_pelagic

13

5

1

0.448

0.448

0.210

0.704

1.026

0.127

0.000

NSEI

p_pelagic

13

5

2

0.213

0.199

0.072

0.429

1.042

0.093

0.150

NSEI

p_yellow

13

5

1

0.726

0.771

0.288

0.958

1.017

0.182

-0.247

NSEI

p_yellow

13

5

2

0.723

0.772

0.268

0.961

1.019

0.188

-0.261

NSEI

p_pelagic

13

6

1

0.444

0.441

0.199

0.698

1.049

0.131

0.023

NSEI

p_pelagic

13

6

2

0.212

0.197

0.072

0.421

1.028

0.091

0.165

NSEI

p_yellow

13

6

1

0.726

0.772

0.286

0.953

1.025

0.183

-0.251

NSEI

p_yellow

13

6

2

0.720

0.762

0.267

0.960

1.016

0.189

-0.222

NSEI

p_pelagic

13

7

1

0.447

0.441

0.208

0.705

1.022

0.130

0.046

NSEI

p_pelagic

13

7

2

0.214

0.197

0.079

0.440

1.035

0.094

0.180

NSEI

p_yellow

13

7

1

0.728

0.773

0.278

0.958

1.017

0.182

-0.248

NSEI

p_yellow

13

7

2

0.722

0.769

0.267

0.959

1.021

0.188

-0.250

NSEI

p_pelagic

13

8

1

0.444

0.441

0.201

0.700

1.031

0.132

0.023

NSEI

p_pelagic

13

8

2

0.215

0.200

0.078

0.428

1.044

0.092

0.163

NSEI

p_yellow

13

8

1

0.725

0.773

0.271

0.960

1.019

0.189

-0.254

NSEI

p_yellow

13

8

2

0.720

0.770

0.268

0.962

1.020

0.190

-0.264

NSEI

p_pelagic

13

9

1

0.450

0.447

0.211

0.707

1.045

0.129

0.023

NSEI

p_pelagic

13

9

2

0.218

0.204

0.073

0.444

1.052

0.095

0.147

NSEI

p_yellow

13

9

1

0.726

0.776

0.284

0.954

1.016

0.184

-0.272

NSEI

p_yellow

13

9

2

0.723

0.767

0.285

0.960

1.021

0.183

-0.240

NSEI

p_yellow

14

1

1

0.674

0.688

0.324

0.957

1.069

0.177

-0.079

NSEO

p_yellow

14

1

2

0.709

0.731

0.346

0.966

1.072

0.168

-0.131

NSEO

p_yellow

14

10

1

0.681

0.697

0.319

0.955

1.072

0.175

-0.091

NSEO

p_yellow

14

10

2

0.709

0.726

0.369

0.966

1.085

0.167

-0.102

NSEO

p_yellow

14

11

1

0.675

0.689

0.310

0.959

1.079

0.179

-0.078

NSEO

p_yellow

14

11

2

0.711

0.728

0.360

0.966

1.062

0.168

-0.101

NSEO

p_black

14

11

1

0.919

0.947

0.678

0.992

1.010

0.084

-0.334

NSEO

p_yellow

14

12

1

0.680

0.692

0.324

0.954

1.070

0.172

-0.070

NSEO

p_yellow

14

12

2

0.704

0.723

0.340

0.966

1.067

0.172

-0.110

NSEO

p_yellow

14

13

1

0.673

0.683

0.313

0.954

1.069

0.178

-0.056

NSEO

p_yellow

14

13

2

0.712

0.730

0.357

0.968

1.069

0.169

-0.107

NSEO

p_yellow

14

14

1

0.676

0.693

0.322

0.957

1.070

0.175

-0.097

NSEO

p_yellow

14

14

2

0.707

0.724

0.360

0.963

1.071

0.168

-0.101

NSEO

p_yellow

14

15

1

0.675

0.684

0.323

0.958

1.067

0.175

-0.052

NSEO

p_yellow

14

15

2

0.711

0.731

0.341

0.963

1.064

0.169

-0.118

NSEO

p_yellow

14

16

1

0.677

0.690

0.319

0.956

1.066

0.178

-0.073

NSEO

p_yellow

14

16

2

0.708

0.729

0.334

0.963

1.062

0.171

-0.123

NSEO

p_yellow

14

17

1

0.676

0.685

0.324

0.957

1.072

0.176

-0.051

NSEO

p_yellow

14

17

2

0.709

0.722

0.347

0.963

1.068

0.168

-0.077

NSEO

p_yellow

14

18

1

0.675

0.688

0.331

0.957

1.071

0.175

-0.074

NSEO

p_yellow

14

18

2

0.709

0.728

0.355

0.965

1.072

0.168

-0.113

NSEO

p_yellow

14

19

1

0.677

0.689

0.318

0.955

1.064

0.176

-0.068

NSEO

p_yellow

14

19

2

0.709

0.724

0.350

0.964

1.071

0.169

-0.089

NSEO

p_yellow

14

2

1

0.678

0.693

0.307

0.958

1.062

0.176

-0.085

NSEO

p_yellow

14

2

2

0.713

0.734

0.346

0.963

1.072

0.168

-0.125

NSEO

p_yellow

14

20

1

0.675

0.684

0.319

0.953

1.081

0.174

-0.052

NSEO

p_yellow

14

20

2

0.710

0.730

0.342

0.966

1.066

0.170

-0.118

NSEO

p_yellow

14

21

1

0.677

0.690

0.312

0.958

1.066

0.176

-0.074

NSEO

p_yellow

14

21

2

0.709

0.727

0.356

0.964

1.069

0.166

-0.108

NSEO

p_yellow

14

22

1

0.677

0.691

0.316

0.953

1.064

0.175

-0.080

NSEO

p_yellow

14

22

2

0.706

0.721

0.343

0.964

1.088

0.170

-0.088

NSEO

p_yellow

14

23

1

0.687

0.704

0.329

0.959

1.036

0.170

-0.100

NSEO

p_yellow

14

23

2

0.706

0.724

0.347

0.963

1.062

0.172

-0.105

NSEO

p_yellow

14

24

1

0.685

0.697

0.336

0.958

1.060

0.170

-0.071

NSEO

p_yellow

14

24

2

0.709

0.724

0.353

0.964

1.054

0.168

-0.089

NSEO

p_yellow

14

25

1

0.679

0.690

0.332

0.953

1.065

0.171

-0.064

NSEO

p_yellow

14

25

2

0.708

0.726

0.339

0.963

1.068

0.171

-0.106

NSEO

p_yellow

14

26

1

0.690

0.709

0.303

0.959

1.068

0.181

-0.105

NSEO

p_yellow

14

26

2

0.708

0.726

0.350

0.965

1.057

0.168

-0.107

NSEO

p_yellow

14

27

1

0.787

0.803

0.505

0.962

1.046

0.118

-0.135

NSEO

p_yellow

14

27

2

0.711

0.727

0.346

0.962

1.067

0.166

-0.096

NSEO

p_yellow

14

28

1

0.682

0.697

0.344

0.948

1.072

0.163

-0.092

NSEO

p_yellow

14

28

2

0.705

0.726

0.348

0.960

1.060

0.167

-0.126

NSEO

p_yellow

14

29

1

0.694

0.711

0.335

0.952

1.062

0.170

-0.100

NSEO

p_yellow

14

29

2

0.695

0.714

0.332

0.952

1.045

0.165

-0.115

NSEO

p_pelagic

14

3

2

0.405

0.399

0.179

0.664

1.011

0.126

0.047

NSEO

p_yellow

14

3

1

0.676

0.685

0.322

0.952

1.078

0.175

-0.051

NSEO

p_yellow

14

3

2

0.707

0.723

0.353

0.965

1.061

0.169

-0.095

NSEO

p_yellow

14

30

2

0.646

0.648

0.504

0.779

1.015

0.070

-0.029

NSEO

p_yellow

14

4

1

0.677

0.687

0.321

0.954

1.076

0.175

-0.057

NSEO

p_yellow

14

4

2

0.708

0.722

0.350

0.967

1.067

0.168

-0.083

NSEO

p_pelagic

14

45

1

0.947

0.946

0.933

0.965

1.062

0.010

0.104

NSEO

p_dsr

14

45

1

0.290

0.208

0.003

0.872

1.059

0.266

0.308

NSEO

p_yellow

14

5

1

0.681

0.698

0.312

0.958

1.067

0.177

-0.096

NSEO

p_yellow

14

5

2

0.708

0.722

0.350

0.963

1.065

0.166

-0.084

NSEO

p_yellow

14

6

1

0.679

0.693

0.311

0.957

1.067

0.178

-0.079

NSEO

p_yellow

14

6

2

0.707

0.727

0.357

0.965

1.060

0.166

-0.120

NSEO

p_yellow

14

7

1

0.676

0.692

0.327

0.958

1.064

0.176

-0.091

NSEO

p_yellow

14

7

2

0.707

0.725

0.343

0.967

1.074

0.171

-0.105

NSEO

p_yellow

14

8

1

0.676

0.687

0.305

0.957

1.075

0.178

-0.062

NSEO

p_yellow

14

8

2

0.710

0.732

0.341

0.967

1.078

0.171

-0.129

NSEO

p_yellow

14

9

1

0.675

0.687

0.321

0.959

1.074

0.177

-0.068

NSEO

p_yellow

14

9

2

0.710

0.730

0.351

0.966

1.065

0.168

-0.119

NSEO

p_yellow

15

12

2

0.811

0.843

0.460

0.962

1.010

0.127

-0.252

SSEI

p_yellow

15

7

1

0.769

0.798

0.423

0.951

1.011

0.138

-0.211

SSEI

p_pelagic

16

1

1

0.434

0.432

0.187

0.709

1.054

0.136

0.015

SSEO

p_pelagic

16

1

2

0.416

0.407

0.173

0.686

1.052

0.132

0.068

SSEO

p_pelagic

16

10

1

0.436

0.435

0.184

0.701

1.047

0.133

0.008

SSEO

p_pelagic

16

10

2

0.412

0.407

0.177

0.671

1.049

0.129

0.039

SSEO

p_pelagic

16

11

1

0.441

0.439

0.194

0.702

1.051

0.133

0.015

SSEO

p_pelagic

16

11

2

0.416

0.413

0.178

0.675

1.043

0.130

0.023

SSEO

p_pelagic

16

12

1

0.439

0.437

0.196

0.705

1.052

0.133

0.015

SSEO

p_pelagic

16

12

2

0.418

0.412

0.181

0.696

1.050

0.135

0.044

SSEO

p_pelagic

16

13

1

0.434

0.428

0.201

0.692

1.033

0.132

0.045

SSEO

p_pelagic

16

13

2

0.415

0.409

0.180

0.685

1.044

0.132

0.045

SSEO

p_pelagic

16

14

1

0.440

0.435

0.201

0.708

1.039

0.131

0.038

SSEO

p_pelagic

16

14

2

0.417

0.411

0.177

0.680

1.036

0.130

0.046

SSEO

p_pelagic

16

15

1

0.442

0.439

0.203

0.698

1.039

0.130

0.023

SSEO

p_pelagic

16

15

2

0.418

0.412

0.181

0.687

1.042

0.132

0.045

SSEO

p_pelagic

16

16

1

0.440

0.436

0.195

0.703

1.049

0.132

0.030

SSEO

p_pelagic

16

16

2

0.420

0.413

0.181

0.677

1.044

0.133

0.053

SSEO

p_pelagic

16

17

1

0.444

0.440

0.207

0.704

1.041

0.131

0.031

SSEO

p_pelagic

16

17

2

0.420

0.416

0.184

0.672

1.042

0.129

0.031

SSEO

p_pelagic

16

18

1

0.444

0.440

0.203

0.703

1.020

0.131

0.030

SSEO

p_pelagic

16

18

2

0.421

0.414

0.184

0.681

1.041

0.130

0.054

SSEO

p_pelagic

16

19

1

0.446

0.442

0.210

0.700

1.025

0.130

0.031

SSEO

p_pelagic

16

19

2

0.425

0.416

0.189

0.692

1.040

0.131

0.069

SSEO

p_pelagic

16

2

1

0.436

0.432

0.186

0.694

1.079

0.133

0.030

SSEO

p_pelagic

16

2

2

0.415

0.411

0.176

0.686

1.065

0.133

0.030

SSEO

p_pelagic

16

20

1

0.447

0.441

0.218

0.704

1.023

0.129

0.047

SSEO

p_pelagic

16

20

2

0.424

0.419

0.190

0.685

1.023

0.130

0.038

SSEO

p_pelagic

16

21

1

0.450

0.447

0.209

0.708

1.022

0.128

0.023

SSEO

p_pelagic

16

21

2

0.425

0.419

0.195

0.684

1.019

0.128

0.047

SSEO

p_pelagic

16

22

2

0.432

0.424

0.198

0.690

1.027

0.130

0.062

SSEO

p_pelagic

16

23

2

0.325

0.314

0.132

0.574

1.015

0.114

0.096

SSEO

p_pelagic

16

3

1

0.435

0.432

0.194

0.686

1.035

0.129

0.023

SSEO

p_pelagic

16

3

2

0.415

0.408

0.167

0.682

1.054

0.135

0.052

SSEO

p_dsr

16

31

1

0.412

0.414

0.380

0.440

1.988

0.016

-0.125

SSEO

p_pelagic

16

4

1

0.436

0.432

0.194

0.693

1.048

0.132

0.030

SSEO

p_pelagic

16

4

2

0.417

0.415

0.175

0.682

1.062

0.132

0.015

SSEO

p_dsr

16

41

1

0.473

0.473

0.447

0.504

1.017

0.015

0.000

SSEO

p_slope

16

41

1

0.130

0.131

0.111

0.150

1.057

0.011

-0.090

SSEO

p_pelagic

16

42

1

0.833

0.833

0.827

0.840

1.113

0.003

0.000

SSEO

p_yellow

16

42

1

0.406

0.406

0.385

0.429

1.050

0.011

0.000

SSEO

p_dsr

16

42

1

0.451

0.442

0.406

0.510

3.562

0.031

0.295

SSEO

p_slope

16

42

1

0.167

0.180

0.110

0.211

4.772

0.032

-0.408

SSEO

p_pelagic

16

5

1

0.437

0.432

0.194

0.701

1.056

0.132

0.038

SSEO

p_pelagic

16

5

2

0.418

0.414

0.184

0.676

1.058

0.132

0.030

SSEO

p_pelagic

16

6

1

0.435

0.434

0.183

0.704

1.052

0.135

0.007

SSEO

p_pelagic

16

6

2

0.416

0.414

0.171

0.673

1.034

0.130

0.015

SSEO

p_pelagic

16

7

1

0.436

0.432

0.194

0.702

1.047

0.132

0.030

SSEO

p_pelagic

16

7

2

0.416

0.410

0.178

0.680

1.050

0.131

0.046

SSEO

p_pelagic

16

8

1

0.438

0.435

0.194

0.697

1.047

0.132

0.023

SSEO

p_pelagic

16

8

2

0.417

0.413

0.178

0.683

1.046

0.130

0.031

SSEO

p_pelagic

16

9

1

0.438

0.432

0.187

0.707

1.053

0.135

0.045

SSEO

p_pelagic

16

9

2

0.416

0.407

0.178

0.690

1.061

0.134

0.067

SSEO

p_pelagic

3

1

1

0.574

0.580

0.332

0.799

1.024

0.123

-0.049

PWSI

p_pelagic

3

1

2

0.205

0.194

0.073

0.409

1.024

0.085

0.129

PWSI

p_pelagic

3

10

1

0.574

0.578

0.327

0.797

1.012

0.124

-0.032

PWSI

p_pelagic

3

11

1

0.570

0.574

0.322

0.800

1.011

0.125

-0.032

PWSI

p_pelagic

3

11

2

0.206

0.194

0.074

0.404

1.012

0.087

0.138

PWSI

p_pelagic

3

12

1

0.573

0.580

0.312

0.798

1.015

0.126

-0.056

PWSI

p_pelagic

3

12

2

0.203

0.190

0.071

0.399

1.014

0.085

0.152

PWSI

p_pelagic

3

13

1

0.572

0.577

0.322

0.789

1.016

0.124

-0.040

PWSI

p_pelagic

3

14

1

0.573

0.579

0.313

0.800

1.014

0.126

-0.047

PWSI

p_pelagic

3

14

2

0.203

0.191

0.073

0.399

1.014

0.083

0.144

PWSI

p_pelagic

3

15

1

0.571

0.579

0.315

0.798

1.017

0.127

-0.063

PWSI

p_pelagic

3

15

2

0.205

0.193

0.077

0.396

1.017

0.083

0.145

PWSI

p_pelagic

3

16

1

0.574

0.576

0.321

0.796

1.010

0.123

-0.016

PWSI

p_pelagic

3

16

2

0.203

0.191

0.071

0.403

1.014

0.086

0.140

PWSI

p_pelagic

3

17

2

0.204

0.191

0.073

0.412

1.017

0.087

0.150

PWSI

p_pelagic

3

18

2

0.206

0.194

0.075

0.405

1.018

0.087

0.138

PWSI

p_pelagic

3

19

1

0.574

0.583

0.323

0.789

1.016

0.121

-0.074

PWSI

p_pelagic

3

19

2

0.204

0.191

0.075

0.411

1.011

0.086

0.151

PWSI

p_pelagic

3

2

1

0.571

0.575

0.319

0.796

1.015

0.125

-0.032

PWSI

p_pelagic

3

2

2

0.205

0.190

0.075

0.402

1.013

0.085

0.177

PWSI

p_pelagic

3

4

1

0.572

0.580

0.314

0.793

1.018

0.126

-0.063

PWSI

p_pelagic

3

5

1

0.575

0.581

0.333

0.802

1.016

0.124

-0.049

PWSI

p_pelagic

3

5

2

0.204

0.193

0.075

0.396

1.016

0.084

0.132

PWSI

p_pelagic

3

6

2

0.203

0.190

0.073

0.400

1.012

0.085

0.153

PWSI

p_pelagic

3

7

2

0.205

0.189

0.078

0.404

1.011

0.086

0.185

PWSI

p_pelagic

3

8

1

0.575

0.578

0.328

0.799

1.016

0.124

-0.024

PWSI

p_pelagic

3

8

2

0.203

0.190

0.071

0.405

1.014

0.086

0.151

PWSI

p_pelagic

3

9

1

0.574

0.584

0.322

0.796

1.018

0.124

-0.081

PWSI

p_pelagic

3

9

2

0.205

0.192

0.078

0.403

1.017

0.086

0.151

PWSI

p_pelagic

4

1

1

0.582

0.587

0.330

0.813

1.029

0.126

-0.040

PWSO

p_pelagic

4

1

2

0.580

0.588

0.325

0.810

1.019

0.127

-0.063

PWSO

p_yellow

4

1

2

0.877

0.894

0.682

0.975

1.010

0.076

-0.223

PWSO

p_pelagic

4

10

1

0.585

0.591

0.337

0.804

1.053

0.124

-0.048

PWSO

p_pelagic

4

10

2

0.577

0.581

0.323

0.805

1.025

0.128

-0.031

PWSO

p_pelagic

4

11

1

0.585

0.592

0.330

0.809

1.028

0.127

-0.055

PWSO

p_pelagic

4

11

2

0.577

0.585

0.317

0.805

1.049

0.130

-0.062

PWSO

p_pelagic

4

12

1

0.583

0.590

0.323

0.811

1.035

0.129

-0.054

PWSO

p_pelagic

4

12

2

0.579

0.582

0.321

0.813

1.033

0.128

-0.023

PWSO

p_yellow

4

12

1

0.882

0.898

0.699

0.974

1.012

0.072

-0.221

PWSO

p_pelagic

4

13

1

0.583

0.588

0.326

0.808

1.028

0.125

-0.040

PWSO

p_pelagic

4

13

2

0.578

0.584

0.328

0.805

1.030

0.125

-0.048

PWSO

p_pelagic

4

14

1

0.584

0.591

0.326

0.800

1.029

0.125

-0.056

PWSO

p_pelagic

4

14

2

0.579

0.585

0.324

0.800

1.041

0.125

-0.048

PWSO

p_pelagic

4

15

1

0.584

0.589

0.326

0.811

1.032

0.126

-0.040

PWSO

p_pelagic

4

15

2

0.580

0.583

0.317

0.813

1.029

0.128

-0.023

PWSO

p_pelagic

4

16

1

0.584

0.590

0.328

0.806

1.030

0.126

-0.048

PWSO

p_pelagic

4

16

2

0.576

0.584

0.318

0.802

1.038

0.128

-0.062

PWSO

p_pelagic

4

17

1

0.583

0.588

0.324

0.809

1.031

0.126

-0.040

PWSO

p_pelagic

4

17

2

0.578

0.584

0.323

0.806

1.046

0.129

-0.047

PWSO

p_pelagic

4

18

1

0.587

0.596

0.333

0.814

1.033

0.124

-0.073

PWSO

p_pelagic

4

18

2

0.576

0.582

0.310

0.803

1.040

0.128

-0.047

PWSO

p_pelagic

4

19

1

0.581

0.586

0.319

0.806

1.042

0.127

-0.039

PWSO

p_pelagic

4

19

2

0.578

0.580

0.317

0.809

1.042

0.128

-0.016

PWSO

p_pelagic

4

2

1

0.581

0.587

0.330

0.804

1.036

0.124

-0.048

PWSO

p_pelagic

4

2

2

0.579

0.582

0.324

0.813

1.042

0.128

-0.023

PWSO

p_pelagic

4

20

2

0.490

0.493

0.266

0.712

1.027

0.116

-0.026

PWSO

p_pelagic

4

21

2

0.418

0.415

0.252

0.590

1.013

0.086

0.035

PWSO

p_pelagic

4

22

2

0.477

0.475

0.304

0.661

1.025

0.094

0.021

PWSO

p_pelagic

4

23

2

0.492

0.491

0.353

0.640

1.015

0.073

0.014

PWSO

p_pelagic

4

3

1

0.586

0.590

0.333

0.805

1.035

0.125

-0.032

PWSO

p_pelagic

4

3

2

0.579

0.585

0.319

0.808

1.038

0.124

-0.048

PWSO

p_yellow

4

3

1

0.886

0.901

0.709

0.976

1.017

0.071

-0.211

PWSO

p_pelagic

4

4

1

0.586

0.594

0.321

0.812

1.022

0.129

-0.062

PWSO

p_pelagic

4

4

2

0.579

0.585

0.327

0.811

1.031

0.127

-0.047

PWSO

p_pelagic

4

5

1

0.586

0.591

0.336

0.809

1.035

0.125

-0.040

PWSO

p_pelagic

4

5

2

0.582

0.583

0.321

0.808

1.032

0.127

-0.008

PWSO

p_pelagic

4

6

1

0.584

0.587

0.326

0.810

1.030

0.125

-0.024

PWSO

p_pelagic

4

6

2

0.578

0.584

0.313

0.801

1.025

0.128

-0.047

PWSO

p_yellow

4

6

1

0.885

0.902

0.707

0.975

1.010

0.070

-0.244

PWSO

p_pelagic

4

7

1

0.582

0.585

0.334

0.810

1.031

0.125

-0.024

PWSO

p_pelagic

4

7

2

0.575

0.579

0.320

0.802

1.056

0.128

-0.031

PWSO

p_pelagic

4

8

1

0.582

0.584

0.330

0.810

1.040

0.126

-0.016

PWSO

p_pelagic

4

8

2

0.575

0.584

0.320

0.801

1.031

0.127

-0.071

PWSO

p_pelagic

4

9

1

0.584

0.590

0.335

0.814

1.032

0.127

-0.047

PWSO

p_pelagic

4

9

2

0.574

0.578

0.329

0.802

1.057

0.127

-0.032

PWSO

p_black

8

40

1

0.522

0.423

0.341

0.968

1.044

0.219

0.452

afognak

p_black

8

48

1

0.540

0.494

0.413

0.966

1.129

0.149

0.308

afognak

Table Xb. True parameters with an Rhat in excess of 1.1

variable

area_n

year/species

mean

median

lower

upper

Rhat

sd

skew

year

area

tau_beta0_pH

1

1

4.862

2.447

0.092

24.153

1.135

7.607

0.317

CI

mu_beta1_pH

1

1

2.952

2.289

1.245

9.956

1.288

1.994

0.332

CI

tau_beta2_pH

1

1

3.407

0.136

0.042

38.419

1.126

10.945

0.299

CI

beta0_pH

10

3

-1.182

-0.604

-7.256

0.733

1.535

1.931

-0.299

northeast

beta1_pH

10

3

7.780

6.522

3.035

20.469

1.501

4.269

0.295

northeast

beta2_pH

10

1

0.653

0.442

0.162

2.834

1.309

0.689

0.306

northeast

beta2_pH

10

3

0.335

0.233

0.056

1.307

1.120

0.504

0.202

northeast

beta0_pH

11

1

0.402

0.541

-0.775

0.934

1.641

0.437

-0.318

CSEO

beta0_pH

11

4

1.122

1.072

0.299

2.250

1.377

0.493

0.101

CSEO

beta1_pH

11

1

3.010

2.778

2.224

4.345

2.616

0.631

0.368

CSEO

beta1_pH

11

4

1.632

1.676

0.219

2.676

1.270

0.613

-0.072

CSEO

beta2_pH

11

1

0.701

0.539

0.204

2.580

1.413

0.601

0.270

CSEO

beta3_pH

11

1

32.444

32.502

29.381

36.058

1.126

1.661

-0.035

CSEO

beta3_pH

11

4

40.543

40.485

38.317

42.744

1.103

1.146

0.051

CSEO

beta0_pelagic

11

-0.296

-0.186

-1.441

0.123

1.959

0.375

-0.293

CSEO

beta1_pelagic

11

1.366

1.184

0.785

2.691

1.971

0.547

0.332

CSEO

beta2_pelagic

11

1.567

1.063

0.151

5.906

1.183

1.534

0.329

CSEO

beta3_pelagic

11

29.641

29.582

25.691

33.232

1.280

1.789

0.033

CSEO

beta2_yellow

11

-5.660

-3.305

-19.733

-0.419

1.327

5.425

-0.434

CSEO

beta0_pH

12

1

0.438

0.459

-0.096

0.875

1.113

0.245

-0.086

EWYKT

beta1_pH

12

1

3.175

3.145

2.526

3.949

1.123

0.357

0.084

EWYKT

beta2_pH

12

1

1.285

1.046

0.535

3.520

1.148

0.728

0.328

EWYKT

beta0_pH

13

1

-1.016

-0.964

-1.573

-0.631

1.300

0.250

-0.208

NSEI

beta0_pH

13

4

0.931

0.970

-0.096

1.752

1.266

0.470

-0.083

NSEI

beta1_pH

13

1

3.972

3.907

3.411

4.819

1.251

0.363

0.179

NSEI

beta1_pH

13

4

1.097

1.081

0.162

2.201

1.258

0.508

0.031

NSEI

beta2_pH

13

1

0.730

0.690

0.393

1.303

1.186

0.264

0.152

NSEI

beta3_pH

13

4

41.420

41.607

38.769

42.918

1.107

1.058

-0.177

NSEI

beta0_pelagic

13

-0.245

-0.241

-0.779

0.187

1.355

0.235

-0.017

NSEI

beta1_pelagic

13

2.139

2.118

1.057

3.281

1.291

0.650

0.032

NSEI

beta2_pelagic

13

0.342

0.222

0.110

1.401

1.353

0.494

0.243

NSEI

beta0_yellow

13

-1.400

-1.368

-1.846

-1.111

1.125

0.213

-0.150

NSEI

beta0_pH

14

4

0.775

0.799

-0.142

1.614

1.430

0.459

-0.052

NSEO

beta1_pH

14

1

2.947

2.928

2.362

3.606

1.136

0.321

0.059

NSEO

beta1_pH

14

4

1.491

1.474

0.455

2.621

1.467

0.564

0.030

NSEO

beta2_pH

14

1

0.989

0.830

0.393

2.841

1.134

0.566

0.281

NSEO

beta1_pelagic

14

1.766

1.688

1.157

3.068

1.133

0.418

0.187

NSEO

beta3_pelagic

14

34.056

33.699

31.430

39.225

1.114

1.895

0.188

NSEO

beta1_yellow

14

1.191

1.004

0.029

3.110

1.153

0.835

0.224

NSEO

beta3_yellow

14

32.306

31.580

30.022

37.866

1.122

2.290

0.317

NSEO

beta0_pH

15

1

-0.105

-0.053

-0.891

0.341

1.238

0.318

-0.164

SSEI

beta0_pH

15

4

0.825

0.756

0.084

1.765

1.896

0.449

0.154

SSEI

beta1_pH

15

1

2.600

2.531

1.936

3.656

1.264

0.429

0.161

SSEI

beta1_pH

15

4

1.265

1.339

0.062

2.217

2.066

0.559

-0.132

SSEI

beta2_pH

15

1

0.898

0.770

0.278

2.376

1.158

0.534

0.240

SSEI

beta0_pH

16

4

1.148

1.093

-0.092

2.643

1.263

0.674

0.082

SSEO

beta1_pH

16

1

4.338

4.326

3.591

5.076

1.105

0.357

0.034

SSEO

beta1_pH

16

4

3.496

3.550

1.809

4.872

1.266

0.767

-0.070

SSEO

beta0_pelagic

16

-0.279

-0.218

-0.938

0.118

1.343

0.274

-0.222

SSEO

beta1_pelagic

16

1.315

1.231

0.693

2.308

1.531

0.430

0.195

SSEO

beta2_pelagic

16

1.048

0.534

0.148

4.798

1.133

1.247

0.412

SSEO

beta3_pelagic

16

31.862

31.755

27.377

36.252

1.130

2.243

0.048

SSEO

tau_beta1_pH

2

3

6.037

1.446

0.053

48.528

1.101

13.049

0.352

NG

mu_beta2_pH

2

1

0.774

0.400

0.033

4.251

1.130

1.189

0.314

NG

tau_beta2_pH

2

3

0.405

0.155

0.044

2.033

1.191

1.720

0.145

NG

beta0_pH

2

1

1.146

1.154

0.760

1.464

1.103

0.164

-0.049

NG

beta1_pH

2

1

1.965

1.955

1.527

2.534

1.171

0.240

0.042

NG

beta2_pH

2

1

1.557

1.244

0.310

3.845

1.119

1.043

0.300

NG

mu_beta0_pH

3

4

0.990

0.970

0.124

1.943

1.293

0.461

0.043

PWSI

mu_beta1_pH

3

4

1.806

1.779

0.359

3.570

1.141

0.847

0.032

PWSI

tau_beta1_pH

3

4

3.387

2.123

0.117

14.400

1.132

4.810

0.263

PWSI

mu_beta2_pH

3

1

1.016

0.723

0.048

5.215

1.190

1.393

0.210

PWSI

tau_beta2_pH

3

1

10.330

2.696

0.046

69.369

1.144

17.830

0.428

PWSI

beta0_pH

3

1

1.127

1.290

-0.315

1.737

1.846

0.523

-0.312

PWSI

beta1_pH

3

1

2.220

1.983

1.181

4.630

1.985

0.827

0.286

PWSI

beta2_pH

3

1

0.899

0.706

0.120

2.383

1.527

0.687

0.281

PWSI

beta3_pH

3

1

32.490

32.740

25.944

37.490

1.207

2.363

-0.106

PWSI

beta0_pelagic

3

0.315

0.331

-0.061

0.558

1.285

0.154

-0.104

PWSI

beta3_pelagic

3

28.813

29.793

23.675

32.017

1.303

2.409

-0.407

PWSI

beta3_pH

4

1

31.503

31.354

28.879

34.814

1.150

1.496

0.100

PWSO

beta0_pelagic

4

0.359

0.351

-0.049

0.776

1.411

0.203

0.039

PWSO

beta1_pelagic

4

0.674

0.684

0.190

1.126

1.378

0.234

-0.043

PWSO

beta3_pelagic

4

26.519

26.407

23.466

31.307

1.193

1.628

0.069

PWSO

beta0_yellow

4

0.833

1.004

-0.641

1.205

1.334

0.457

-0.374

PWSO

beta1_yellow

4

1.403

1.198

0.589

3.501

1.233

0.720

0.285

PWSO

beta4_pH

5

1

0.850

0.612

0.125

2.741

1.186

1.542

0.154

BSAI

beta0_pH

6

1

-0.627

-0.551

-1.872

0.070

1.209

0.501

-0.152

SOKO2SAP

beta2_pH

6

1

0.681

0.279

0.101

4.869

1.103

1.114

0.361

SOKO2SAP

beta3_pH

6

1

34.652

33.937

26.437

42.474

1.126

4.469

0.160

SOKO2SAP

beta4_pH

6

2

0.983

0.760

0.189

2.985

1.123

1.143

0.195

SOKO2SAP

beta0_pH

8

1

-0.449

-0.392

-1.155

0.009

1.166

0.320

-0.178

afognak

beta1_pH

8

1

2.739

2.701

1.004

4.519

1.121

0.925

0.041

afognak

beta2_pH

8

1

0.538

0.301

0.138

3.144

1.102

0.785

0.302

afognak

beta0_pH

9

1

-0.542

-0.496

-1.555

0.133

1.176

0.399

-0.115

eastside

beta0_pH

9

3

-3.916

-3.148

-11.773

-0.936

1.553

2.645

-0.290

eastside

beta1_pH

9

3

11.515

9.741

4.795

28.659

1.539

5.988

0.296

eastside

beta2_pH

9

1

0.657

0.379

0.119

3.755

1.233

0.869

0.320

eastside

beta2_pH

9

3

0.154

0.137

0.045

0.338

1.136

0.110

0.154

eastside

beta3_pH

9

1

32.417

30.837

26.795

41.892

1.241

4.458

0.354

eastside

lambda_H

15

0.022

0.015

0.003

0.073

1.164

0.038

0.186

SSEI

pG

6

32

0.266

0.246

0.104

0.540

1.124

0.113

0.178

SOKO2SAP

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic

non.BSAI.SOKO.Harv

BSAI.SOKO.Harv

non.BSAI.SOKO.Rel

BSAI.SOKO.Rel

n unconverged at Rhat = 1.01

1,780.00

293.00

2,403.00

481.00

Prop. of total

0.86

0.14

0.83

0.17

Prop. median less than 1

0.13

0.15

0.17

0.35

Prop. median less than 10

0.22

0.35

0.31

0.58

Prop. median less than 50

0.32

0.50

0.44

0.70

Median of the median values

390.65

51.91

89.96

4.48

Mean of the median values

1,836.95

615.00

841.39

266.29

Mean skew of posteriors

0.19

0.26

0.25

0.24

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic

non.BSAI.SOKO.Harv

BSAI.SOKO.Harv

non.BSAI.SOKO.Rel

BSAI.SOKO.Rel

n unconverged at Rhat = 1.1

56.00

13.00

229.00

78.00

Prop. of total

0.81

0.19

0.75

0.25

Prop. median less than 1

0.04

0.46

0.34

0.53

Prop. median less than 10

0.09

1.00

0.52

0.79

Prop. median less than 50

0.09

1.00

0.56

0.87

Median of the median values

2,409.00

1.15

7.58

0.95

Mean of the median values

2,522.25

2.41

305.86

23.10

Mean skew of posteriors

0.13

0.19

0.20

0.17

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable

Freq

beta0_pelagic

5

beta0_pH

15

beta0_yellow

2

beta1_pelagic

5

beta1_pH

15

beta1_yellow

2

beta2_pelagic

3

beta2_pH

11

beta2_yellow

1

beta3_pelagic

5

beta3_pH

5

beta3_yellow

1

beta4_pH

2

H_ay

2

H_ayg

1

H_ayu

2

Hb_ay

15

Hb_ayg

11

Hd_ay

1

Hd_ayg

2

Hd_ayu

2

Ho_ay

6

Ho_ayg

1

Ho_ayu

7

Hp_ay

18

Hp_ayg

14

Hp_ayu

1

Hs_ay

3

Hs_ayg

2

Hs_ayu

20

Hy_ay

22

Hy_ayg

16

Hy_ayu

4

lambda_H

1

mu_beta0_pH

1

mu_beta1_pH

2

mu_beta2_pH

2

p_black

1

p_dsr

3

p_pelagic

36

p_slope

26

pG

1

pH

70

R_ay

34

R_ayg

58

R_ayu

15

Rb_ay

17

Rb_ayg

36

Rb_ayu

1

Rd_ay

27

Rd_ayg

33

Rd_ayu

32

re_black

1

re_dsr

3

re_pelagic

81

re_pH

138

re_slope

2

Ro_ay

85

Ro_ayg

69

Ro_ayu

77

Rp_ay

15

Rp_ayg

35

Rp_ayu

1

Rs_ay

12

Rs_ayg

22

Rs_ayu

45

Ry_ay

21

Ry_ayg

11

Ry_ayu

35

sd_pH

1

tau_beta0_pH

1

tau_beta1_pH

1

tau_beta2_pH

3

tau_pH

1

Parameter estimates:

Summary Table of Parameter Estimates
Parameter mean sd Lower_CI Median Upper_CI
mu_bc_H[1] -0.132 0.075 -0.261 -0.140 0.039
mu_bc_H[2] -0.115 0.036 -0.181 -0.117 -0.041
mu_bc_H[3] -0.419 0.071 -0.551 -0.421 -0.272
mu_bc_H[4] -1.157 0.229 -1.640 -1.144 -0.753
mu_bc_H[5] 1.358 1.302 -0.014 1.056 4.832
mu_bc_H[6] -2.372 0.340 -3.009 -2.385 -1.710
mu_bc_H[7] -0.484 0.108 -0.713 -0.482 -0.274
mu_bc_H[8] 0.249 0.374 -0.358 0.208 1.097
mu_bc_H[9] -0.343 0.147 -0.639 -0.342 -0.058
mu_bc_H[10] -0.114 0.060 -0.230 -0.114 0.002
mu_bc_H[11] -0.112 0.038 -0.186 -0.111 -0.038
mu_bc_H[12] -0.244 0.107 -0.478 -0.236 -0.049
mu_bc_H[13] -0.181 0.075 -0.330 -0.179 -0.035
mu_bc_H[14] -0.343 0.104 -0.566 -0.340 -0.148
mu_bc_H[15] -0.335 0.049 -0.429 -0.337 -0.238
mu_bc_H[16] -0.281 0.366 -0.957 -0.293 0.497
mu_bc_R[1] 1.629 0.182 1.285 1.630 1.986
mu_bc_R[2] 1.613 0.092 1.425 1.613 1.795
mu_bc_R[3] 1.366 0.150 1.074 1.367 1.657
mu_bc_R[4] 1.099 0.187 0.717 1.099 1.468
mu_bc_R[5] 1.500 0.806 -0.178 1.493 3.033
mu_bc_R[6] -2.052 0.708 -3.521 -2.038 -0.733
mu_bc_R[7] 0.300 0.203 -0.097 0.298 0.691
mu_bc_R[8] 0.515 0.236 0.067 0.512 0.998
mu_bc_R[9] 0.625 0.270 0.079 0.628 1.148
mu_bc_R[10] 1.568 0.161 1.252 1.567 1.889
mu_bc_R[11] 0.986 0.132 0.737 0.984 1.248
mu_bc_R[12] 0.964 0.275 0.430 0.966 1.514
mu_bc_R[13] 1.135 0.167 0.809 1.135 1.466
mu_bc_R[14] 1.177 0.217 0.753 1.179 1.599
mu_bc_R[15] 0.693 0.187 0.331 0.693 1.062
mu_bc_R[16] 1.135 0.167 0.806 1.137 1.463
tau_pH[1] 2.261 0.172 1.951 2.256 2.617
tau_pH[2] 1.146 0.103 0.957 1.140 1.359
tau_pH[3] 1.198 0.111 0.994 1.196 1.430
tau_pH[4] 0.584 0.120 0.406 0.560 0.885
tau_pH[5] 0.499 0.086 0.342 0.495 0.685
beta0_pH[1,1] 0.519 0.173 0.161 0.518 0.823
beta0_pH[2,1] 1.146 0.164 0.760 1.154 1.464
beta0_pH[3,1] 1.127 0.523 -0.315 1.290 1.737
beta0_pH[4,1] 1.315 0.261 0.768 1.333 1.840
beta0_pH[5,1] -1.200 0.688 -3.230 -1.027 -0.320
beta0_pH[6,1] -0.627 0.501 -1.872 -0.551 0.070
beta0_pH[7,1] 0.760 0.011 0.739 0.760 0.780
beta0_pH[8,1] -0.449 0.320 -1.155 -0.392 0.009
beta0_pH[9,1] -0.542 0.399 -1.555 -0.496 0.133
beta0_pH[10,1] -0.196 0.417 -1.282 -0.146 0.381
beta0_pH[11,1] 0.402 0.437 -0.775 0.541 0.934
beta0_pH[12,1] 0.438 0.245 -0.096 0.459 0.875
beta0_pH[13,1] -1.016 0.250 -1.573 -0.964 -0.631
beta0_pH[14,1] -0.036 0.180 -0.425 -0.029 0.311
beta0_pH[15,1] -0.105 0.318 -0.891 -0.053 0.341
beta0_pH[16,1] -1.101 0.259 -1.666 -1.096 -0.559
beta0_pH[1,2] 2.589 0.087 2.428 2.587 2.761
beta0_pH[2,2] 3.080 0.021 3.039 3.080 3.121
beta0_pH[3,2] 3.631 0.040 3.551 3.632 3.710
beta0_pH[4,2] 2.935 0.019 2.899 2.936 2.973
beta0_pH[5,2] 4.782 1.615 2.835 4.441 8.967
beta0_pH[6,2] 3.378 0.163 3.075 3.372 3.710
beta0_pH[7,2] 2.037 0.050 1.940 2.035 2.140
beta0_pH[8,2] 2.836 0.066 2.709 2.835 2.970
beta0_pH[9,2] 4.052 0.220 3.645 4.045 4.487
beta0_pH[10,2] 4.056 0.140 3.799 4.050 4.343
beta0_pH[11,2] 1.885 0.009 1.867 1.885 1.903
beta0_pH[12,2] 1.822 0.073 1.687 1.820 1.971
beta0_pH[13,2] 2.493 0.026 2.442 2.492 2.544
beta0_pH[14,2] 1.805 0.023 1.760 1.805 1.852
beta0_pH[15,2] 2.541 0.017 2.508 2.540 2.574
beta0_pH[16,2] 2.757 0.025 2.709 2.757 2.806
beta0_pH[1,3] 1.060 0.361 0.242 1.105 1.704
beta0_pH[2,3] 2.128 0.017 2.092 2.128 2.162
beta0_pH[3,3] 2.693 0.024 2.647 2.692 2.741
beta0_pH[4,3] 2.980 0.034 2.913 2.980 3.049
beta0_pH[5,3] 4.250 3.134 1.010 3.299 12.831
beta0_pH[6,3] 1.393 0.381 0.744 1.359 2.243
beta0_pH[7,3] 0.864 0.049 0.766 0.863 0.959
beta0_pH[8,3] 0.263 0.195 -0.156 0.277 0.620
beta0_pH[9,3] -3.916 2.645 -11.773 -3.148 -0.936
beta0_pH[10,3] -1.182 1.931 -7.256 -0.604 0.733
beta0_pH[11,3] 1.102 0.615 -0.286 1.132 2.187
beta0_pH[12,3] 0.809 0.688 -0.684 0.834 2.129
beta0_pH[13,3] 1.040 0.573 -0.267 1.073 2.091
beta0_pH[14,3] 0.540 0.460 -0.543 0.572 1.319
beta0_pH[15,3] 0.760 0.472 -0.256 0.760 1.676
beta0_pH[16,3] 1.022 0.611 -0.238 1.010 2.260
beta0_pH[11,4] 1.122 0.493 0.299 1.072 2.250
beta0_pH[12,4] 1.173 0.684 -0.100 1.122 2.583
beta0_pH[13,4] 0.931 0.470 -0.096 0.970 1.752
beta0_pH[14,4] 0.775 0.459 -0.142 0.799 1.614
beta0_pH[15,4] 0.825 0.449 0.084 0.756 1.765
beta0_pH[16,4] 1.148 0.674 -0.092 1.093 2.643
beta0_pH[11,5] 2.944 0.141 2.676 2.942 3.232
beta0_pH[12,5] -1.074 0.517 -2.076 -1.081 -0.054
beta0_pH[13,5] 4.796 0.406 4.047 4.774 5.657
beta0_pH[14,5] 3.863 0.355 3.211 3.853 4.608
beta0_pH[15,5] 2.324 0.127 2.090 2.319 2.581
beta0_pH[16,5] 0.236 0.087 0.094 0.227 0.430
beta1_pH[1,1] 2.590 0.384 1.911 2.562 3.378
beta1_pH[2,1] 1.965 0.240 1.527 1.955 2.534
beta1_pH[3,1] 2.220 0.827 1.181 1.983 4.630
beta1_pH[4,1] 2.165 0.405 1.405 2.126 3.030
beta1_pH[5,1] 2.812 0.813 1.708 2.634 5.231
beta1_pH[6,1] 2.742 1.117 1.206 2.539 5.432
beta1_pH[7,1] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,1] 2.739 0.925 1.004 2.701 4.519
beta1_pH[9,1] 2.528 0.843 1.386 2.353 4.687
beta1_pH[10,1] 2.883 0.666 1.905 2.759 4.722
beta1_pH[11,1] 3.010 0.631 2.224 2.778 4.345
beta1_pH[12,1] 3.175 0.357 2.526 3.145 3.949
beta1_pH[13,1] 3.972 0.363 3.411 3.907 4.819
beta1_pH[14,1] 2.947 0.321 2.362 2.928 3.606
beta1_pH[15,1] 2.600 0.429 1.936 2.531 3.656
beta1_pH[16,1] 4.338 0.357 3.591 4.326 5.076
beta1_pH[1,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[2,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[3,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[4,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[5,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[6,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[7,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[9,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[10,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[11,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[12,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[13,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[14,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[15,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[16,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[1,3] 1.580 0.822 0.026 1.575 3.249
beta1_pH[2,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[3,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[4,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[5,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[6,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[7,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,3] 4.019 1.757 0.574 3.909 7.787
beta1_pH[9,3] 11.515 5.988 4.795 9.741 28.659
beta1_pH[10,3] 7.780 4.269 3.035 6.522 20.469
beta1_pH[11,3] 2.169 0.665 0.904 2.166 3.523
beta1_pH[12,3] 3.433 0.722 2.073 3.395 4.989
beta1_pH[13,3] 1.933 0.602 0.768 1.922 3.191
beta1_pH[14,3] 2.246 0.515 1.337 2.209 3.394
beta1_pH[15,3] 2.055 0.557 0.938 2.066 3.199
beta1_pH[16,3] 3.884 0.658 2.515 3.898 5.199
beta1_pH[11,4] 1.632 0.613 0.219 1.676 2.676
beta1_pH[12,4] 2.935 0.727 1.350 2.982 4.316
beta1_pH[13,4] 1.097 0.508 0.162 1.081 2.201
beta1_pH[14,4] 1.491 0.564 0.455 1.474 2.621
beta1_pH[15,4] 1.265 0.559 0.062 1.339 2.217
beta1_pH[16,4] 3.496 0.767 1.809 3.550 4.872
beta1_pH[11,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[12,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[13,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[14,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[15,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[16,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[1,1] 1.195 0.904 0.356 0.833 3.764
beta2_pH[2,1] 1.557 1.043 0.310 1.244 3.845
beta2_pH[3,1] 0.899 0.687 0.120 0.706 2.383
beta2_pH[4,1] 0.916 0.595 0.257 0.708 2.363
beta2_pH[5,1] 1.721 1.535 0.212 1.209 6.227
beta2_pH[6,1] 0.681 1.114 0.101 0.279 4.869
beta2_pH[7,1] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,1] 0.538 0.785 0.138 0.301 3.144
beta2_pH[9,1] 0.657 0.869 0.119 0.379 3.755
beta2_pH[10,1] 0.653 0.689 0.162 0.442 2.834
beta2_pH[11,1] 0.701 0.601 0.204 0.539 2.580
beta2_pH[12,1] 1.285 0.728 0.535 1.046 3.520
beta2_pH[13,1] 0.730 0.264 0.393 0.690 1.303
beta2_pH[14,1] 0.989 0.566 0.393 0.830 2.841
beta2_pH[15,1] 0.898 0.534 0.278 0.770 2.376
beta2_pH[16,1] 0.958 0.287 0.597 0.909 1.698
beta2_pH[1,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[2,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[3,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[4,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[5,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[6,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[7,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[9,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[10,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[11,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[12,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[13,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[14,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[15,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[16,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[1,3] 7.010 7.105 -1.509 5.569 23.741
beta2_pH[2,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[3,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[4,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[5,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[6,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[7,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,3] 1.516 1.258 0.135 1.146 5.201
beta2_pH[9,3] 0.154 0.110 0.045 0.137 0.338
beta2_pH[10,3] 0.335 0.504 0.056 0.233 1.307
beta2_pH[11,3] -5.705 4.660 -18.259 -4.390 -0.592
beta2_pH[12,3] -6.436 4.531 -18.103 -5.339 -1.099
beta2_pH[13,3] -5.831 4.599 -18.673 -4.434 -0.953
beta2_pH[14,3] -5.933 4.462 -18.106 -4.580 -1.159
beta2_pH[15,3] -6.165 4.483 -18.510 -4.975 -1.032
beta2_pH[16,3] -5.968 4.322 -17.691 -4.654 -1.464
beta2_pH[11,4] -7.866 5.241 -20.638 -6.893 -0.959
beta2_pH[12,4] -7.932 5.233 -20.574 -7.000 -1.176
beta2_pH[13,4] -7.760 5.242 -20.177 -6.894 -1.019
beta2_pH[14,4] -7.910 5.212 -20.401 -6.761 -1.151
beta2_pH[15,4] -8.017 5.247 -20.569 -7.014 -1.025
beta2_pH[16,4] -7.947 5.051 -20.305 -6.807 -1.605
beta2_pH[11,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[12,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[13,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[14,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[15,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[16,5] 0.000 0.000 0.000 0.000 0.000
beta3_pH[1,1] 34.773 0.988 32.985 34.781 36.824
beta3_pH[2,1] 31.823 1.029 30.160 31.665 34.252
beta3_pH[3,1] 32.490 2.363 25.944 32.740 37.490
beta3_pH[4,1] 31.503 1.496 28.879 31.354 34.814
beta3_pH[5,1] 27.149 1.256 24.413 27.221 29.855
beta3_pH[6,1] 34.652 4.469 26.437 33.937 42.474
beta3_pH[7,1] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,1] 38.046 3.668 29.330 38.575 43.448
beta3_pH[9,1] 32.417 4.458 26.795 30.837 41.892
beta3_pH[10,1] 31.904 1.412 29.056 31.913 34.635
beta3_pH[11,1] 32.444 1.661 29.381 32.502 36.058
beta3_pH[12,1] 30.634 0.509 29.609 30.652 31.624
beta3_pH[13,1] 31.091 0.628 29.745 31.095 32.316
beta3_pH[14,1] 32.572 0.733 31.341 32.511 34.216
beta3_pH[15,1] 30.648 0.791 29.187 30.614 32.190
beta3_pH[16,1] 29.976 0.376 29.201 30.011 30.690
beta3_pH[1,2] 31.925 4.641 24.322 31.848 39.612
beta3_pH[2,2] 32.107 4.645 24.404 32.103 39.647
beta3_pH[3,2] 31.530 4.362 24.325 31.602 38.692
beta3_pH[4,2] 31.442 4.352 24.348 31.415 38.570
beta3_pH[5,2] 30.487 7.232 18.539 30.410 42.467
beta3_pH[6,2] 30.410 7.282 18.499 30.314 42.426
beta3_pH[7,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[9,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[10,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[11,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[12,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[13,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[14,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[15,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[16,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[1,3] 36.929 3.306 27.511 38.421 39.968
beta3_pH[2,3] 32.106 4.610 24.438 32.157 39.576
beta3_pH[3,3] 31.553 4.307 24.367 31.448 38.630
beta3_pH[4,3] 31.558 4.312 24.431 31.527 38.621
beta3_pH[5,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[6,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[7,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,3] 41.676 1.114 38.379 41.834 42.947
beta3_pH[9,3] 37.151 2.079 35.037 36.448 42.354
beta3_pH[10,3] 37.828 2.090 35.115 37.381 42.470
beta3_pH[11,3] 40.812 1.094 38.963 40.771 43.068
beta3_pH[12,3] 42.089 0.680 40.399 42.295 42.884
beta3_pH[13,3] 41.462 0.874 39.882 41.408 43.327
beta3_pH[14,3] 40.513 0.655 39.140 40.530 41.782
beta3_pH[15,3] 40.622 0.650 39.130 40.649 41.869
beta3_pH[16,3] 41.887 0.385 41.045 41.933 42.660
beta3_pH[11,4] 40.543 1.146 38.317 40.485 42.744
beta3_pH[12,4] 41.670 0.862 40.106 41.920 42.865
beta3_pH[13,4] 41.420 1.058 38.769 41.607 42.918
beta3_pH[14,4] 40.502 1.000 38.420 40.541 42.385
beta3_pH[15,4] 40.536 1.138 38.257 40.532 42.647
beta3_pH[16,4] 41.474 0.511 40.397 41.475 42.549
beta3_pH[11,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[12,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[13,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[14,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[15,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[16,5] 25.000 0.000 25.000 25.000 25.000
beta4_pH[1,1] 0.262 0.022 0.221 0.261 0.304
beta4_pH[2,1] 0.208 0.005 0.198 0.208 0.218
beta4_pH[3,1] 0.171 0.007 0.157 0.171 0.185
beta4_pH[4,1] 0.292 0.011 0.269 0.292 0.314
beta4_pH[5,1] 0.850 1.542 0.125 0.612 2.741
beta4_pH[6,1] 1.002 1.200 0.205 0.780 3.128
beta4_pH[7,1] 0.832 0.346 0.325 0.780 1.679
beta4_pH[8,1] 0.164 0.073 0.045 0.155 0.326
beta4_pH[9,1] 0.220 0.088 0.066 0.213 0.408
beta4_pH[10,1] 0.001 0.001 0.000 0.001 0.003
beta4_pH[11,1] 0.452 0.012 0.428 0.452 0.477
beta4_pH[12,1] 0.643 0.023 0.599 0.643 0.687
beta4_pH[13,1] 0.624 0.014 0.598 0.624 0.651
beta4_pH[14,1] 0.664 0.031 0.603 0.664 0.724
beta4_pH[15,1] 0.794 0.021 0.753 0.795 0.838
beta4_pH[16,1] 1.212 0.044 1.129 1.210 1.300
beta4_pH[1,2] 0.327 0.100 0.152 0.322 0.541
beta4_pH[2,2] 0.511 0.022 0.467 0.511 0.555
beta4_pH[3,2] 0.442 0.012 0.419 0.442 0.465
beta4_pH[4,2] 0.656 0.038 0.584 0.656 0.730
beta4_pH[5,2] 0.823 0.996 0.123 0.607 2.798
beta4_pH[6,2] 0.983 1.143 0.189 0.760 2.985
beta4_pH[7,2] 0.889 0.432 0.346 0.803 1.966
beta4_pH[8,2] 0.877 0.221 0.490 0.862 1.335
beta4_pH[9,2] 1.271 1.804 0.321 0.898 4.534
beta4_pH[10,2] 0.467 0.054 0.365 0.466 0.574
beta4_pH[11,2] 1.300 0.056 1.193 1.299 1.413
beta4_pH[12,2] 0.598 0.112 0.390 0.594 0.833
beta4_pH[13,2] 0.958 0.046 0.872 0.957 1.047
beta4_pH[14,2] 0.968 0.072 0.836 0.967 1.116
beta4_pH[15,2] 1.023 0.026 0.973 1.023 1.075
beta4_pH[16,2] 1.495 0.094 1.329 1.489 1.691
beta4_pH[1,3] 0.284 0.085 0.135 0.279 0.466
beta4_pH[2,3] 0.046 0.016 0.017 0.045 0.081
beta4_pH[3,3] 0.044 0.010 0.025 0.044 0.063
beta4_pH[4,3] 0.170 0.032 0.110 0.170 0.234
beta4_pH[5,3] 0.809 0.876 0.121 0.602 2.852
beta4_pH[6,3] 0.994 1.299 0.183 0.743 3.154
beta4_pH[7,3] 0.879 0.421 0.343 0.808 1.859
beta4_pH[8,3] 0.422 0.203 0.110 0.394 0.893
beta4_pH[9,3] 1.047 1.389 0.158 0.719 3.615
beta4_pH[10,3] 0.060 0.041 0.003 0.054 0.156
beta4_pH[11,3] 0.364 0.016 0.333 0.364 0.395
beta4_pH[12,3] 0.439 0.041 0.364 0.437 0.521
beta4_pH[13,3] 0.836 0.037 0.768 0.835 0.910
beta4_pH[14,3] 0.825 0.066 0.700 0.824 0.961
beta4_pH[15,3] 0.636 0.017 0.604 0.635 0.669
beta4_pH[16,3] 0.636 0.035 0.570 0.636 0.706
beta4_pH[1,4] 0.636 0.340 0.218 0.567 1.543
beta4_pH[2,4] 0.834 0.928 0.110 0.591 3.070
beta4_pH[3,4] 0.879 1.073 0.094 0.606 3.116
beta4_pH[4,4] 0.728 0.464 0.207 0.612 1.938
beta4_pH[5,4] 0.844 1.238 0.117 0.598 2.999
beta4_pH[6,4] 1.042 1.716 0.205 0.776 3.423
beta4_pH[7,4] 0.884 0.419 0.341 0.807 1.881
beta4_pH[8,4] 0.758 0.661 0.162 0.608 2.330
beta4_pH[9,4] 0.800 0.928 0.126 0.582 2.857
beta4_pH[10,4] 1.992 6.582 0.007 0.386 14.313
beta4_pH[11,4] 0.436 0.017 0.403 0.436 0.471
beta4_pH[12,4] 0.598 0.061 0.482 0.595 0.728
beta4_pH[13,4] 0.923 0.040 0.842 0.924 1.002
beta4_pH[14,4] 0.954 0.087 0.792 0.951 1.132
beta4_pH[15,4] 0.703 0.022 0.661 0.703 0.745
beta4_pH[16,4] 0.674 0.044 0.592 0.672 0.767
beta4_pH[1,5] 0.634 0.331 0.221 0.573 1.426
beta4_pH[2,5] 0.853 1.061 0.109 0.576 3.229
beta4_pH[3,5] 0.890 1.385 0.096 0.590 3.317
beta4_pH[4,5] 0.717 0.444 0.210 0.608 1.838
beta4_pH[5,5] 0.810 1.000 0.115 0.596 2.818
beta4_pH[6,5] 0.995 1.091 0.185 0.755 3.219
beta4_pH[7,5] 0.880 0.405 0.352 0.799 1.892
beta4_pH[8,5] 0.725 0.664 0.154 0.580 2.136
beta4_pH[9,5] 0.789 1.032 0.115 0.570 2.796
beta4_pH[10,5] 1.946 6.072 0.008 0.367 13.410
beta4_pH[11,5] 0.603 0.050 0.508 0.603 0.702
beta4_pH[12,5] 0.590 0.170 0.312 0.569 0.980
beta4_pH[13,5] 0.785 0.063 0.669 0.782 0.919
beta4_pH[14,5] 0.835 0.115 0.631 0.828 1.082
beta4_pH[15,5] 1.125 0.071 0.988 1.123 1.269
beta4_pH[16,5] 22.420 10.051 9.949 19.989 47.678
beta0_pelagic[1] 2.269 0.036 2.202 2.268 2.343
beta0_pelagic[2] 1.538 0.007 1.525 1.538 1.552
beta0_pelagic[3] 0.315 0.154 -0.061 0.331 0.558
beta0_pelagic[4] 0.359 0.203 -0.049 0.351 0.776
beta0_pelagic[5] 1.445 0.155 1.146 1.442 1.744
beta0_pelagic[6] 1.352 0.059 1.242 1.351 1.468
beta0_pelagic[7] 1.486 0.039 1.414 1.484 1.568
beta0_pelagic[8] 1.676 0.043 1.592 1.675 1.763
beta0_pelagic[9] 2.806 0.065 2.688 2.804 2.942
beta0_pelagic[10] 2.603 0.031 2.544 2.603 2.666
beta0_pelagic[11] -0.296 0.375 -1.441 -0.186 0.123
beta0_pelagic[12] 1.804 0.036 1.738 1.803 1.879
beta0_pelagic[13] -0.245 0.235 -0.779 -0.241 0.187
beta0_pelagic[14] -0.288 0.168 -0.636 -0.279 0.024
beta0_pelagic[15] -0.233 0.049 -0.368 -0.214 -0.188
beta0_pelagic[16] -0.279 0.274 -0.938 -0.218 0.118
beta1_pelagic[1] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[2] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[3] 0.632 0.168 0.326 0.627 0.984
beta1_pelagic[4] 0.674 0.234 0.190 0.684 1.126
beta1_pelagic[5] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[6] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[7] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[8] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[9] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[10] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[11] 1.366 0.547 0.785 1.184 2.691
beta1_pelagic[12] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[13] 2.139 0.650 1.057 2.118 3.281
beta1_pelagic[14] 1.766 0.418 1.157 1.688 3.068
beta1_pelagic[15] 0.089 0.093 0.011 0.051 0.352
beta1_pelagic[16] 1.315 0.430 0.693 1.231 2.308
beta2_pelagic[1] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[2] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[3] 7.769 5.921 0.477 6.603 21.907
beta2_pelagic[4] 8.817 6.894 0.693 7.260 26.939
beta2_pelagic[5] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[6] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[7] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[8] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[9] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[10] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[11] 1.567 1.534 0.151 1.063 5.906
beta2_pelagic[12] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[13] 0.342 0.494 0.110 0.222 1.401
beta2_pelagic[14] 0.892 0.863 0.184 0.632 3.627
beta2_pelagic[15] 2.488 1.789 0.147 2.122 6.746
beta2_pelagic[16] 1.048 1.247 0.148 0.534 4.798
beta3_pelagic[1] 30.982 5.139 22.437 30.971 39.499
beta3_pelagic[2] 31.006 5.181 22.584 30.950 39.546
beta3_pelagic[3] 28.813 2.409 23.675 29.793 32.017
beta3_pelagic[4] 26.519 1.628 23.466 26.407 31.307
beta3_pelagic[5] 29.628 6.607 18.682 29.589 40.439
beta3_pelagic[6] 29.773 6.710 18.534 29.809 40.436
beta3_pelagic[7] 29.370 6.631 18.583 29.360 40.389
beta3_pelagic[8] 29.550 6.593 18.692 29.643 40.460
beta3_pelagic[9] 29.427 6.667 18.621 29.193 40.464
beta3_pelagic[10] 29.373 6.637 18.550 29.251 40.494
beta3_pelagic[11] 29.641 1.789 25.691 29.582 33.232
beta3_pelagic[12] 29.525 6.697 18.550 29.599 40.543
beta3_pelagic[13] 36.040 2.933 30.121 36.040 40.751
beta3_pelagic[14] 34.056 1.895 31.430 33.699 39.225
beta3_pelagic[15] 30.892 6.916 18.621 32.057 40.639
beta3_pelagic[16] 31.862 2.243 27.377 31.755 36.252
beta0_yellow[1] -0.483 0.082 -0.642 -0.482 -0.325
beta0_yellow[2] 0.548 0.074 0.393 0.552 0.684
beta0_yellow[3] -0.188 0.124 -0.425 -0.190 0.018
beta0_yellow[4] 0.833 0.457 -0.641 1.004 1.205
beta0_yellow[5] 0.253 0.332 -0.438 0.276 0.839
beta0_yellow[6] 0.822 0.107 0.619 0.823 1.029
beta0_yellow[7] 1.020 0.098 0.829 1.021 1.209
beta0_yellow[8] 1.029 0.094 0.845 1.029 1.213
beta0_yellow[9] 0.474 0.104 0.267 0.477 0.672
beta0_yellow[10] 0.548 0.072 0.409 0.548 0.692
beta0_yellow[11] -0.217 0.136 -0.512 -0.210 0.025
beta0_yellow[12] -1.094 0.095 -1.284 -1.094 -0.908
beta0_yellow[13] -1.400 0.213 -1.846 -1.368 -1.111
beta0_yellow[14] -0.285 0.171 -0.650 -0.270 -0.017
beta0_yellow[15] -1.231 0.106 -1.435 -1.231 -1.028
beta0_yellow[16] -0.107 0.083 -0.270 -0.106 0.053
beta1_yellow[1] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[2] 1.000 0.234 0.560 0.995 1.457
beta1_yellow[3] 0.426 0.240 0.016 0.440 0.871
beta1_yellow[4] 1.403 0.720 0.589 1.198 3.501
beta1_yellow[5] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[6] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[7] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[8] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[9] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[10] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[11] 0.572 0.468 0.013 0.504 1.635
beta1_yellow[12] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[13] 2.575 0.882 0.714 2.683 4.150
beta1_yellow[14] 1.191 0.835 0.029 1.004 3.110
beta1_yellow[15] 2.611 0.612 1.187 2.648 3.730
beta1_yellow[16] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[1] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[2] -7.715 5.781 -22.135 -6.380 -0.507
beta2_yellow[3] -8.613 5.782 -20.704 -7.757 -0.639
beta2_yellow[4] -5.533 5.959 -20.565 -3.495 -0.106
beta2_yellow[5] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[6] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[7] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[8] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[9] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[10] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[11] -5.660 5.425 -19.733 -3.305 -0.419
beta2_yellow[12] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[13] -2.071 3.260 -12.725 -0.943 -0.276
beta2_yellow[14] -5.844 5.543 -19.992 -3.842 -0.271
beta2_yellow[15] -5.669 4.542 -18.025 -4.149 -1.037
beta2_yellow[16] 0.000 0.000 0.000 0.000 0.000
beta3_yellow[1] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[2] 28.849 1.177 27.154 28.637 31.971
beta3_yellow[3] 32.283 3.564 22.055 32.502 39.764
beta3_yellow[4] 30.017 3.535 24.979 28.530 38.268
beta3_yellow[5] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[6] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[7] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[8] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[9] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[10] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[11] 33.427 2.728 30.210 32.648 41.211
beta3_yellow[12] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[13] 31.011 1.441 30.010 30.426 35.378
beta3_yellow[14] 32.306 2.290 30.022 31.580 37.866
beta3_yellow[15] 30.101 0.191 30.001 30.038 30.699
beta3_yellow[16] 25.000 0.000 25.000 25.000 25.000
beta0_black[1] 0.010 0.077 -0.137 0.010 0.166
beta0_black[2] 1.855 0.032 1.793 1.856 1.918
beta0_black[3] 1.239 0.037 1.165 1.239 1.310
beta0_black[4] 2.425 0.048 2.333 2.424 2.521
beta0_black[5] 5.126 2.312 1.841 4.700 10.754
beta0_black[6] 5.221 2.196 2.567 4.677 10.878
beta0_black[7] 4.128 2.194 1.587 3.540 10.208
beta0_black[8] 0.896 0.225 0.490 0.886 1.359
beta0_black[9] 2.808 0.269 2.304 2.806 3.352
beta0_black[10] 1.285 0.051 1.186 1.284 1.388
beta0_black[11] 2.979 0.052 2.877 2.979 3.082
beta0_black[12] 4.920 0.188 4.558 4.920 5.293
beta0_black[13] 0.446 0.357 0.017 0.351 1.269
beta0_black[14] 2.850 0.108 2.629 2.852 3.055
beta0_black[15] 0.722 0.052 0.621 0.721 0.823
beta0_black[16] 3.773 0.072 3.628 3.772 3.918
beta2_black[1] 0.000 0.000 0.000 0.000 0.000
beta2_black[2] 0.000 0.000 0.000 0.000 0.000
beta2_black[3] 0.000 0.000 0.000 0.000 0.000
beta2_black[4] 0.000 0.000 0.000 0.000 0.000
beta2_black[5] 0.000 0.000 0.000 0.000 0.000
beta2_black[6] 0.000 0.000 0.000 0.000 0.000
beta2_black[7] 0.000 0.000 0.000 0.000 0.000
beta2_black[8] 0.000 0.000 0.000 0.000 0.000
beta2_black[9] 0.000 0.000 0.000 0.000 0.000
beta2_black[10] 0.000 0.000 0.000 0.000 0.000
beta2_black[11] 0.000 0.000 0.000 0.000 0.000
beta2_black[12] 0.000 0.000 0.000 0.000 0.000
beta2_black[13] -2.541 1.468 -6.302 -2.382 -0.390
beta2_black[14] 0.000 0.000 0.000 0.000 0.000
beta2_black[15] 0.000 0.000 0.000 0.000 0.000
beta2_black[16] 0.000 0.000 0.000 0.000 0.000
beta3_black[1] 25.000 0.000 25.000 25.000 25.000
beta3_black[2] 25.000 0.000 25.000 25.000 25.000
beta3_black[3] 25.000 0.000 25.000 25.000 25.000
beta3_black[4] 25.000 0.000 25.000 25.000 25.000
beta3_black[5] 25.000 0.000 25.000 25.000 25.000
beta3_black[6] 25.000 0.000 25.000 25.000 25.000
beta3_black[7] 25.000 0.000 25.000 25.000 25.000
beta3_black[8] 25.000 0.000 25.000 25.000 25.000
beta3_black[9] 25.000 0.000 25.000 25.000 25.000
beta3_black[10] 25.000 0.000 25.000 25.000 25.000
beta3_black[11] 25.000 0.000 25.000 25.000 25.000
beta3_black[12] 25.000 0.000 25.000 25.000 25.000
beta3_black[13] 37.337 3.611 24.619 38.278 40.858
beta3_black[14] 25.000 0.000 25.000 25.000 25.000
beta3_black[15] 25.000 0.000 25.000 25.000 25.000
beta3_black[16] 25.000 0.000 25.000 25.000 25.000
beta4_black[1] -0.325 0.092 -0.502 -0.325 -0.152
beta4_black[2] 0.258 0.054 0.152 0.257 0.365
beta4_black[3] -0.720 0.064 -0.845 -0.719 -0.593
beta4_black[4] 0.630 0.130 0.389 0.626 0.892
beta4_black[5] 0.771 1.567 -1.299 0.498 4.484
beta4_black[6] 0.890 1.548 -0.924 0.561 4.607
beta4_black[7] 0.765 1.450 -1.007 0.486 4.078
beta4_black[8] 0.074 0.291 -0.550 0.085 0.608
beta4_black[9] 1.059 0.827 -0.113 0.906 3.092
beta4_black[10] 0.075 0.067 -0.054 0.074 0.204
beta4_black[11] -0.611 0.066 -0.739 -0.610 -0.481
beta4_black[12] 1.235 0.292 0.687 1.223 1.815
beta4_black[13] -1.006 0.077 -1.162 -1.005 -0.856
beta4_black[14] 0.223 0.176 -0.121 0.223 0.569
beta4_black[15] 0.002 0.047 -0.087 0.001 0.096
beta4_black[16] -0.417 0.116 -0.640 -0.415 -0.190
beta0_dsr[11] -0.325 0.009 -0.344 -0.325 -0.307
beta0_dsr[12] 1.415 0.044 1.334 1.414 1.506
beta0_dsr[13] 0.158 0.021 0.116 0.158 0.200
beta0_dsr[14] -0.125 0.017 -0.158 -0.125 -0.092
beta0_dsr[15] 0.214 0.014 0.187 0.214 0.241
beta0_dsr[16] 0.168 0.016 0.137 0.168 0.200
beta1_dsr[11] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[12] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[13] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[14] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[15] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[16] 0.000 0.000 0.000 0.000 0.000
beta4_dsr[11] 0.513 0.036 0.444 0.512 0.584
beta4_dsr[12] 1.481 0.418 0.699 1.457 2.346
beta4_dsr[13] -0.094 0.041 -0.171 -0.094 -0.012
beta4_dsr[14] -0.253 0.073 -0.400 -0.252 -0.113
beta4_dsr[15] 0.197 0.022 0.156 0.197 0.239
beta4_dsr[16] -0.090 0.046 -0.178 -0.090 -0.001
beta0_slope[11] -2.220 0.021 -2.260 -2.220 -2.177
beta0_slope[12] -5.635 0.339 -6.366 -5.613 -5.061
beta0_slope[13] -1.517 0.035 -1.585 -1.517 -1.448
beta0_slope[14] -2.761 0.057 -2.878 -2.761 -2.650
beta0_slope[15] -1.605 0.022 -1.649 -1.605 -1.563
beta0_slope[16] -2.689 0.039 -2.767 -2.689 -2.617
beta1_slope[11] 0.000 0.000 0.000 0.000 0.000
beta1_slope[12] 0.000 0.000 0.000 0.000 0.000
beta1_slope[13] 0.000 0.000 0.000 0.000 0.000
beta1_slope[14] 0.000 0.000 0.000 0.000 0.000
beta1_slope[15] 0.000 0.000 0.000 0.000 0.000
beta1_slope[16] 0.000 0.000 0.000 0.000 0.000
beta4_slope[11] -0.343 0.086 -0.516 -0.343 -0.181
beta4_slope[12] -5.582 1.016 -7.793 -5.512 -3.803
beta4_slope[13] 0.333 0.055 0.227 0.333 0.440
beta4_slope[14] -0.242 0.190 -0.638 -0.237 0.114
beta4_slope[15] -0.345 0.033 -0.412 -0.346 -0.281
beta4_slope[16] -0.135 0.111 -0.363 -0.134 0.079
beta5_slope[11] 3.243 0.127 2.993 3.241 3.494
beta5_slope[12] 2.618 0.565 1.636 2.571 3.826
beta5_slope[13] 0.883 0.085 0.722 0.881 1.054
beta5_slope[14] 4.937 0.706 3.680 4.916 6.423
beta5_slope[15] 1.396 0.077 1.246 1.396 1.548
beta5_slope[16] 3.518 0.367 2.869 3.495 4.311
tau_comp[1] 3.761 0.298 3.197 3.754 4.371
tau_comp[2] 2.774 0.254 2.309 2.764 3.301
tau_comp[3] 0.873 0.075 0.736 0.871 1.031
tau_comp[4] 0.088 0.011 0.068 0.088 0.111
tau_comp[5] 0.179 0.025 0.133 0.178 0.232
sigma_H[1] 0.199 0.061 0.085 0.197 0.340
sigma_H[2] 0.172 0.029 0.121 0.170 0.234
sigma_H[3] 0.201 0.042 0.127 0.198 0.288
sigma_H[4] 0.397 0.081 0.259 0.389 0.571
sigma_H[5] 1.034 0.224 0.620 1.019 1.499
sigma_H[6] 0.293 0.194 0.016 0.266 0.735
sigma_H[7] 0.275 0.048 0.194 0.270 0.382
sigma_H[8] 0.432 0.087 0.306 0.420 0.627
sigma_H[9] 0.393 0.075 0.277 0.382 0.576
sigma_H[10] 0.226 0.043 0.154 0.222 0.323
sigma_H[11] 0.265 0.045 0.189 0.259 0.364
sigma_H[12] 0.410 0.155 0.207 0.372 0.744
sigma_H[13] 0.201 0.034 0.141 0.198 0.275
sigma_H[14] 0.462 0.094 0.307 0.452 0.673
sigma_H[15] 0.244 0.039 0.178 0.239 0.330
sigma_H[16] 0.219 0.044 0.143 0.215 0.317
lambda_H[1] 2.666 4.063 0.084 1.247 13.360
lambda_H[2] 8.387 7.320 0.787 6.296 28.834
lambda_H[3] 4.959 7.767 0.250 2.489 24.136
lambda_H[4] 0.008 0.006 0.001 0.006 0.024
lambda_H[5] 2.557 5.370 0.016 0.556 19.647
lambda_H[6] 8.899 14.219 0.021 3.416 49.173
lambda_H[7] 0.015 0.010 0.003 0.013 0.040
lambda_H[8] 8.194 10.533 0.005 4.755 39.442
lambda_H[9] 0.021 0.014 0.003 0.018 0.056
lambda_H[10] 0.353 0.942 0.027 0.187 1.390
lambda_H[11] 0.219 0.338 0.010 0.095 1.118
lambda_H[12] 4.405 5.404 0.249 2.674 19.199
lambda_H[13] 3.475 3.270 0.275 2.580 12.351
lambda_H[14] 3.156 3.544 0.236 2.115 12.645
lambda_H[15] 0.022 0.038 0.003 0.015 0.073
lambda_H[16] 0.778 1.402 0.028 0.306 4.449
mu_lambda_H[1] 4.266 1.881 1.198 4.113 8.386
mu_lambda_H[2] 3.894 1.927 0.680 3.731 8.021
mu_lambda_H[3] 3.499 1.857 0.729 3.214 7.676
sigma_lambda_H[1] 8.499 4.294 2.024 7.857 18.092
sigma_lambda_H[2] 8.394 4.612 1.078 7.828 18.304
sigma_lambda_H[3] 6.412 4.009 0.970 5.605 16.291
beta_H[1,1] 6.651 1.285 3.277 6.916 8.492
beta_H[2,1] 9.860 0.484 8.758 9.886 10.762
beta_H[3,1] 7.935 0.815 5.993 8.030 9.333
beta_H[4,1] 13.557 7.788 -1.238 13.398 29.630
beta_H[5,1] -0.337 3.016 -6.648 -0.062 4.845
beta_H[6,1] 4.726 2.828 -2.987 5.439 7.879
beta_H[7,1] 2.707 5.051 -8.022 2.964 12.220
beta_H[8,1] 2.015 6.626 -2.213 1.225 16.420
beta_H[9,1] 13.945 5.456 4.215 13.540 25.815
beta_H[10,1] 7.086 1.701 3.563 7.186 10.219
beta_H[11,1] 4.572 3.723 -3.337 5.214 9.939
beta_H[12,1] 2.525 0.988 0.690 2.479 4.657
beta_H[13,1] 9.028 0.860 7.288 9.088 10.423
beta_H[14,1] 2.099 0.990 0.167 2.110 4.070
beta_H[15,1] -6.639 3.715 -13.432 -6.843 1.151
beta_H[16,1] 4.098 3.116 -0.727 3.642 11.543
beta_H[1,2] 7.898 0.263 7.352 7.902 8.393
beta_H[2,2] 10.036 0.132 9.781 10.035 10.294
beta_H[3,2] 8.931 0.206 8.520 8.929 9.340
beta_H[4,2] 1.996 1.474 -1.035 2.018 4.942
beta_H[5,2] 1.810 1.086 -0.390 1.807 3.864
beta_H[6,2] 6.347 0.833 4.460 6.406 7.759
beta_H[7,2] 1.910 0.968 0.064 1.885 3.961
beta_H[8,2] 2.841 1.657 -1.978 3.110 4.257
beta_H[9,2] 2.655 1.008 0.613 2.669 4.618
beta_H[10,2] 8.161 0.351 7.428 8.186 8.803
beta_H[11,2] 9.877 0.664 8.847 9.785 11.305
beta_H[12,2] 3.933 0.353 3.254 3.923 4.635
beta_H[13,2] 9.154 0.241 8.715 9.147 9.638
beta_H[14,2] 4.071 0.345 3.419 4.068 4.746
beta_H[15,2] 11.484 0.668 10.118 11.513 12.705
beta_H[16,2] 4.695 0.841 3.144 4.678 6.359
beta_H[1,3] 8.551 0.274 8.034 8.540 9.112
beta_H[2,3] 10.108 0.108 9.901 10.106 10.324
beta_H[3,3] 9.639 0.173 9.307 9.637 9.982
beta_H[4,3] -0.547 1.194 -2.732 -0.604 1.990
beta_H[5,3] 4.102 0.708 2.761 4.094 5.557
beta_H[6,3] 7.662 0.851 6.452 7.500 9.935
beta_H[7,3] -1.996 0.643 -3.250 -2.001 -0.754
beta_H[8,3] 5.326 0.831 4.637 5.170 8.140
beta_H[9,3] -1.628 0.700 -3.059 -1.613 -0.298
beta_H[10,3] 8.777 0.285 8.222 8.775 9.354
beta_H[11,3] 8.459 0.304 7.826 8.484 8.995
beta_H[12,3] 5.343 0.307 4.662 5.371 5.869
beta_H[13,3] 8.960 0.179 8.619 8.957 9.306
beta_H[14,3] 5.851 0.280 5.243 5.877 6.343
beta_H[15,3] 10.300 0.317 9.690 10.299 10.905
beta_H[16,3] 6.121 0.822 4.425 6.207 7.476
beta_H[1,4] 8.250 0.196 7.818 8.265 8.589
beta_H[2,4] 10.189 0.111 9.950 10.196 10.387
beta_H[3,4] 10.148 0.168 9.777 10.163 10.437
beta_H[4,4] 11.579 0.456 10.686 11.578 12.455
beta_H[5,4] 5.739 0.889 4.326 5.632 7.826
beta_H[6,4] 7.668 0.597 6.165 7.766 8.606
beta_H[7,4] 8.411 0.325 7.757 8.415 9.039
beta_H[8,4] 6.707 0.334 5.776 6.739 7.149
beta_H[9,4] 7.144 0.364 6.462 7.136 7.875
beta_H[10,4] 7.810 0.258 7.339 7.794 8.368
beta_H[11,4] 9.491 0.200 9.101 9.495 9.883
beta_H[12,4] 7.220 0.196 6.838 7.217 7.617
beta_H[13,4] 9.095 0.145 8.815 9.096 9.376
beta_H[14,4] 7.900 0.216 7.485 7.899 8.348
beta_H[15,4] 9.484 0.232 9.045 9.485 9.946
beta_H[16,4] 9.498 0.290 8.990 9.476 10.091
beta_H[1,5] 9.077 0.152 8.765 9.080 9.383
beta_H[2,5] 10.844 0.090 10.671 10.841 11.031
beta_H[3,5] 10.954 0.172 10.626 10.948 11.295
beta_H[4,5] 8.533 0.443 7.674 8.525 9.413
beta_H[5,5] 5.038 0.752 3.215 5.177 6.167
beta_H[6,5] 8.700 0.506 7.942 8.608 9.899
beta_H[7,5] 6.658 0.321 6.032 6.658 7.274
beta_H[8,5] 8.325 0.288 7.927 8.291 8.992
beta_H[9,5] 8.400 0.370 7.649 8.405 9.107
beta_H[10,5] 10.146 0.255 9.628 10.151 10.627
beta_H[11,5] 11.580 0.231 11.116 11.582 12.045
beta_H[12,5] 8.553 0.189 8.190 8.553 8.932
beta_H[13,5] 10.101 0.123 9.856 10.101 10.341
beta_H[14,5] 9.278 0.208 8.878 9.271 9.707
beta_H[15,5] 11.264 0.250 10.772 11.269 11.754
beta_H[16,5] 9.885 0.199 9.470 9.890 10.247
beta_H[1,6] 10.210 0.236 9.840 10.179 10.808
beta_H[2,6] 11.531 0.106 11.326 11.532 11.745
beta_H[3,6] 10.719 0.167 10.360 10.730 11.022
beta_H[4,6] 12.863 0.779 11.277 12.895 14.328
beta_H[5,6] 5.875 0.752 4.678 5.809 7.574
beta_H[6,6] 8.772 0.427 7.836 8.787 9.581
beta_H[7,6] 10.502 0.547 9.402 10.500 11.570
beta_H[8,6] 9.565 0.385 8.794 9.608 10.052
beta_H[9,6] 8.165 0.599 7.006 8.153 9.382
beta_H[10,6] 9.405 0.363 8.634 9.437 10.029
beta_H[11,6] 10.678 0.376 9.872 10.703 11.332
beta_H[12,6] 9.362 0.242 8.887 9.355 9.862
beta_H[13,6] 11.107 0.155 10.838 11.099 11.441
beta_H[14,6] 9.904 0.271 9.361 9.901 10.435
beta_H[15,6] 10.643 0.435 9.764 10.652 11.471
beta_H[16,6] 10.694 0.251 10.173 10.699 11.203
beta_H[1,7] 10.295 1.263 7.014 10.587 12.042
beta_H[2,7] 12.131 0.430 11.238 12.145 12.939
beta_H[3,7] 10.289 0.702 8.765 10.360 11.493
beta_H[4,7] 1.957 4.018 -5.674 1.805 10.201
beta_H[5,7] 6.154 2.501 1.348 6.221 10.702
beta_H[6,7] 8.470 1.775 3.355 8.913 10.620
beta_H[7,7] 7.828 2.763 2.460 7.825 13.372
beta_H[8,7] 11.095 1.453 9.358 10.965 13.808
beta_H[9,7] 5.470 3.091 -0.630 5.544 11.627
beta_H[10,7] 10.188 1.634 7.488 9.976 13.849
beta_H[11,7] 11.534 1.892 8.169 11.311 15.691
beta_H[12,7] 9.895 0.891 7.958 9.953 11.450
beta_H[13,7] 11.698 0.718 10.085 11.776 12.894
beta_H[14,7] 10.607 0.900 8.782 10.635 12.320
beta_H[15,7] 13.609 2.242 9.340 13.511 18.121
beta_H[16,7] 12.788 1.392 10.434 12.620 15.894
beta0_H[1] 7.933 18.626 -28.920 8.495 42.479
beta0_H[2] 10.769 6.231 -1.790 10.713 23.268
beta0_H[3] 9.914 10.570 -12.360 10.084 32.247
beta0_H[4] 8.141 167.275 -330.320 4.459 345.980
beta0_H[5] 4.278 37.087 -63.000 3.858 79.336
beta0_H[6] 6.309 32.132 -55.779 7.703 63.440
beta0_H[7] 4.575 128.260 -246.524 6.867 255.000
beta0_H[8] 5.898 57.697 -19.684 6.623 34.593
beta0_H[9] 7.910 100.570 -196.163 8.971 203.909
beta0_H[10] 8.253 36.324 -67.721 8.338 87.760
beta0_H[11] 8.407 52.700 -102.953 8.728 120.886
beta0_H[12] 6.533 10.532 -15.225 6.579 27.995
beta0_H[13] 9.869 11.678 -10.931 9.825 30.217
beta0_H[14] 7.133 12.288 -16.480 7.110 30.940
beta0_H[15] 7.375 116.009 -231.972 7.738 230.355
beta0_H[16] 8.995 31.484 -52.397 8.393 74.988